Zeljko Obrenovic' Technology Catalog

A collections of publically available reference architectures publiched on sites of three biggest public cloud providers: Amazon Web Service (AWS), Azure, and Google Cloud.

A reference architecture provides a template solution for an architecture for a particular domain. It also provides a common vocabulary with which to discuss implementations, often with the aim to stress commonality. A software reference architecture is a software architecture where the structures and respective elements and relations provide templates for concrete architectures in a particular domain or in a family of software systems.

Reference architectures can be defined at different levels of abstraction. A highly abstract one might show different pieces of equipment on a communications network, each providing different functions. A lower level one might demonstrate the interactions of procedures (or methods) within a computer program defined to perform a very specific task.

A reference architecture provides a template, often based on the generalization of a set of solutions. These solutions may have been generalized and structured for the depiction of one or more architecture structures based on the harvesting of a set of patterns that have been observed in a number of successful implementations. Further it shows how to compose these parts together into a solution. Reference Architectures will be instantiated for a particular domain or for specific projects.
(Wikipedia)

Compute

Compute on [AWS] (3)

Compute on [Azure] (4)

Compute on [Google Cloud] (2)

Containers

Containers on [AWS] (1)

Containers on [Azure] (4)

Containers on [Google Cloud] (2)

Databases

Databases on [AWS] (5)

Databases on [Azure] (13)

Databases on [Google Cloud] (6)

Networking

Networking on [AWS] (3)

Networking on [Azure] (5)

Networking on [Google Cloud] (4)

Storage

Storage on [AWS] (3)

Storage on [Azure] (2)

Storage on [Google Cloud] (6)

Security

Security on [AWS] (10)

Security on [Azure] (1)

Security on [Google Cloud] (3)

Identity

Identity on [AWS] (1)

Identity on [Azure] (3)

Integration

Integration on [AWS] (3)

Integration on [Azure] (6)

Analytics

Analytics on [AWS] (2)

Analytics on [Azure] (21)

Analytics on [Google Cloud] (5)

Mobile

Mobile on [Azure] (1)

Web

Web on [AWS] (1)

[Azure] (22)

[Google Cloud] (6)

Management and Governance

Management and Governance on [AWS] (10)

Management and Governance on [Azure] (8)

DevOps

DevOps on [AWS] (6)

DevOps on [Azure] (19)

DevOps on [Google Cloud] (4)

Developer Tools

Developer Tools on [AWS] (2)

Developer Tools on [Azure] (10)

Media

Media on [AWS] (10)

Media on [Azure] (6)

Media on [Google Cloud] (5)

AI + Machine Learning

AI + Machine Learning on [AWS] (10)

AI + Machine Learning on [Azure] (43)

AI + Machine Learning on [Google Cloud] (7)

Mixed Reality

Mixed Reality on [Azure] (3)

Internet of Things

Internet of Things on [AWS] (7)

Internet of Things on [Azure] (10)

Internet of Things on [Google Cloud] (4)

Blockchain

Blockchain on [AWS] (1)

Blockchain on [Azure] (3)

Hybrid Cloud

Hybrid Cloud on [Azure] (17)

Hybrid Cloud on [Google Cloud] (8)

Migration

Migration on [Azure] (5)

Windows

Windows on [Azure] (2)

Windows on [Google Cloud] (2)

SAP

AWS on [Azure] (8)

AWS on [Google Cloud] (8)

Application Domain Specific

Healthcare

Healthcare on [Azure] (4)

Healthcare on [Google Cloud] (7)

Retail & Commerce

Retail & Commerce on [AWS] (1)

Retail & Commerce on [Azure] (4)

Retail & Commerce on [Google Cloud] (5)

AdTech and MarTech

AdTech and MarTech on [Azure] (3)

AdTech and MarTech on [Google Cloud] (4)

Financial Services

Financial Services on [Azure] (6)

Financial Services on [Google Cloud] (4)

Energy

Energy on [Azure] (7)

Energy on [Google Cloud] (1)

Gaming

Compute

Compute on [AWS] (3)

[AWS] Serverless Web Application
This reference architecture demonstrates how to use AWS Lambda with Amazon API Gateway, Amazon DynamoDB, Amazon S3, and Amazon Cognito to build a serverless blog application that allows users to log in, create posts, and add comments.
This reference architecture demonstrates how to use AWS Lambda with Amazon API Gateway, Amazon DynamoDB, Amazon S3, and Amazon Cognito to build a serverless blog application that allows users to log in, create posts, and add comments.

Source: https://d1.awsstatic.com/architecture-diagrams/serverless-refarch/RefArch_BlogApp_Serverless.bbbb6662ee495d8b87a7b9c75ede49794ee45dda.png

Links:
- aws.amazon.com/lambda/resources/refarch/refarch-webapp
[AWS] Instance Scheduler
Build an architecture that helps you easily configure custom start and stop schedules for your Amazon EC2 and Amazon RDS instances.
Build an architecture that helps you easily configure custom start and stop schedules for your Amazon EC2 and Amazon RDS instances.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/aws-instance-scheduler-architecture.5956e1ef3c41012430f4243ba7ee30f39e5bfa15.png

Links:
- aws.amazon.com/solutions/implementations/instance-scheduler
Scale-Out Computing on [AWS]
Deploy a solution that helps customers more easily deploy and operate a multiuser environment for computationally intensive workflows.
Deploy a solution that helps customers more easily deploy and operate a multiuser environment for computationally intensive workflows.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/scale-out-computing-on-aws-architecture.886caba4813af60bf4befe9042497bb525df9bb3.png

Links:
- aws.amazon.com/solutions/scale-out-computing-on-aws

Compute on [Azure] (4)

Run a Linux VM on [Azure]
Best practices for running a Linux virtual machine on Azure.
Best practices for running a Linux virtual machine on Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/n-tier/images/single-vm-diagram.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/n-tier/linux-vm
Run a Windows VM on [Azure]
Best practices for running a Windows virtual machine on Azure.
Best practices for running a Windows virtual machine on Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/n-tier/images/single-vm-diagram.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/n-tier/windows-vm
HPC System and Big Compute Solutions
Explore Big Compute solutions with Azure Batch. Use HPC cloud systems for cloud-native application and batch processing.
Explore Big Compute solutions with Azure Batch. Use HPC cloud systems for cloud-native application and batch processing.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/big-compute-with-azure-batch.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/big-compute-with-azure-batch
HPC cluster deployed in the cloud
High performance computing (HPC) applications can scale to thousands of compute cores, extend on-premises big compute, or run as a 100% cloud native solution. This HPC solution including the head node, compute nodes, and storage nodes, runs in Azure with no hardware infrastructure to maintain.
High performance computing (HPC) applications can scale to thousands of compute cores, extend on-premises big compute, or run as a 100% cloud native solution. This HPC solution including the head node, compute nodes, and storage nodes, runs in Azure with no hardware infrastructure to maintain.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/hpc-cluster.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/hpc-cluster

Compute on [Google Cloud] (2)

Containers

Containers on [AWS] (1)

[AWS] EKS architecture
Deploys a Kubernetes cluster powered by Amazon EKS for running containerized applications on Kubernetes on AWS.
Deploys a Kubernetes cluster powered by Amazon EKS for running containerized applications on Kubernetes on AWS.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/amazon-eks-on-aws-architecture-diagram.7fdf06380021e6dc7c622d298d99e3c1154163bc.png

Links:
- aws.amazon.com/quickstart/architecture/amazon-eks

Containers on [Azure] (4)

Bursting from AKS with ACI
Bursting from AKS with ACI
Bursting from AKS with ACI

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/scale-using-aks-with-aci.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/scale-using-aks-with-aci
Microservices architecture on Azure Kubernetes Service (AKS)
Deploy a microservices architecture on Azure Kubernetes Service (AKS)
Deploy a microservices architecture on Azure Kubernetes Service (AKS)

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/microservices/_images/aks.png

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/microservices/_images/aks-services.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/microservices/aks
Microservices with AKS
Microservices with AKS
Microservices with AKS

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/microservices-with-aks.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/microservices-with-aks
Lift and shift to containers with AKS
Lift and shift to containers with AKS
Lift and shift to containers with AKS

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/migrate-existing-applications-with-aks.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/migrate-existing-applications-with-aks

Containers on [Google Cloud] (2)

Databases

Databases on [AWS] (5)

Data Lake on [AWS]
Build a framework that automatically deploys a data lake reference implementation and custom console using AWS managed services to help you catalog, search, share, and govern datasets of any size in their native form.
Build a framework that automatically deploys a data lake reference implementation and custom console using AWS managed services to help you catalog, search, share, and govern datasets of any size in their native form.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/data-lake-architecture.e476d431350adc7a78a6161a0bb4ab95e6b09b6e.png

Links:
- aws.amazon.com/solutions/data-lake-solution
Modular architecture for Amazon Redshift
Builds an Amazon Redshift data warehouse environment on AWS for big data and analytics.
Builds an Amazon Redshift data warehouse environment on AWS for big data and analytics.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/amazon-redshift-arch.aa1e035d1aa5b6399868d692c1d758388cb39002.png

Links:
- aws.amazon.com/quickstart/architecture/amazon-redshift/
Modular architecture for Aurora PostgreSQL
Builds an Amazon Aurora PostgreSQL database environment on AWS with high availability and failover support.
Builds an Amazon Aurora PostgreSQL database environment on AWS with high availability and failover support.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/amazon-aurora-quick-start-architecture.597191c10f5200684443ff00eb67c4c6c67692c3.png

Links:
- aws.amazon.com/quickstart/architecture/aurora-postgresql/
MongoDB
Deploys MongoDB, an open-source, NoSQL database that supports JSON-styled, document-oriented storage systems.
Deploys MongoDB, an open-source, NoSQL database that supports JSON-styled, document-oriented storage systems.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/mongodb-architecture-on-aws.89255b1c4cdeb34c0f1327fa9c2066d4e1378bc0.png

Links:
- aws.amazon.com/quickstart/architecture/mongodb
Data Streaming
Streaming and storing contact trace records in the AWS Cloud.
This integration enables Amazon Connect to communicate with Amazon Kinesis and Amazon Redshift to enable streaming of contact trace records (CTRs) into Amazon Redshift, within a secure virtual private cloud (VPC).

Source: https://d1.awsstatic.com/partner-network/QuickStart/connect/connect-integration-datastreaming-architecture.2de6b0a800e42dcbcfc93bbb07d5180e6477381e.png

Links:
- aws.amazon.com/quickstart/connect/data-streaming

Databases on [Azure] (13)

Campaign Optimization with SQL Server
This solution demonstrates how to build and deploy a machine learning model with SQL Server 2016 with R Services to recommend actions to maximize the purchase rate of leads targeted by a campaign.
This solution demonstrates how to build and deploy a machine learning model with SQL Server 2016 with R Services to recommend actions to maximize the purchase rate of leads targeted by a campaign.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/campaign-optimization-with-sql-server.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/campaign-optimization-with-sql-server
Data Streaming scenario
Data Streaming scenario
Data Streaming scenario

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/data-streaming-scenario.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/data-streaming-scenario
Data cache
data cache, data cache with azure cache for redis, azure database, cosmos db
data cache, data cache with azure cache for redis, azure database, cosmos db

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/data-cache-with-redis-cache.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/data-cache-with-redis-cache
Digital Campaign Management
Engage with customers around the world with rich, personalized digital marketing experiences. Quickly build and launch digital campaigns that automatically scale based on customer demand.
Engage with customers around the world with rich, personalized digital marketing experiences. Quickly build and launch digital campaigns that automatically scale based on customer demand.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/digital-marketing-using-azure-database-for-postgresql.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/digital-marketing-using-azure-database-for-postgresql
Gaming using Azure Database for MySQL
Scale your databases elastically to accommodate unpredictable bursts of traffic and deliver low-latency multi-player experiences.
Scale your databases elastically to accommodate unpredictable bursts of traffic and deliver low-latency multi-player experiences.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/gaming-using-azure-database-for-mysql.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/gaming-using-azure-database-for-mysql
Gaming using Cosmos DB
Elastically scale your database to accommodate unpredictable bursts of traffic and deliver low-latency multi-player experiences on a global scale.
Elastically scale your database to accommodate unpredictable bursts of traffic and deliver low-latency multi-player experiences on a global scale.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/gaming-using-cosmos-db.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/gaming-using-cosmos-db
Globally distributed applications using Cosmos DB
Guarantee access to users around the world with the high-availability and low-latency capabilities built into Microsoft's global datacenters.
Guarantee access to users around the world with the high-availability and low-latency capabilities built into Microsoft's global datacenters.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/globally-distributed-mission-critical-applications-using-cosmos-db.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/globally-distributed-mission-critical-applications-using-cosmos-db
Interactive querying with HDInsight
Perform fast, interactive SQL queries at scale over structured or unstructured data with Apache Hive LLAP.
Perform fast, interactive SQL queries at scale over structured or unstructured data with Apache Hive LLAP.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/interactive-querying-with-hdinsight.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/interactive-querying-with-hdinsight
Messaging
azure redis cache, web sockets, web communication frameworks, messaging publish and subscribe, azure cache for redis
azure redis cache, web sockets, web communication frameworks, messaging publish and subscribe, azure cache for redis

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/messaging.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/messaging
Modern Data Warehouse Architecture
Explore a cloud data warehouse that uses big data. Modern data warehouse brings together all your data and scales easily as your data grows.
Explore a cloud data warehouse that uses big data. Modern data warehouse brings together all your data and scales easily as your data grows.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/modern-data-warehouse.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/modern-data-warehouse
N-tier application with Apache Cassandra
Run Linux virtual machines for an N-tier architecture with Apache Cassandra in Microsoft Azure.
Run Linux virtual machines for an N-tier architecture with Apache Cassandra in Microsoft Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/n-tier-cassandra.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/n-tier/n-tier-cassandra
Ops automation using Event Grid
Event Grid allows you to speed automation and simplify policy enforcement. For example, Event Grid can notify Azure Automation when a virtual machine is created, or a SQL Database is spun up. These events can be used to automatically check that service configurations are compliant, put metadata into operations tools, tag virtual machines, or file work items.
Event Grid allows you to speed automation and simplify policy enforcement. For example, Event Grid can notify Azure Automation when a virtual machine is created, or a SQL Database is spun up. These events can be used to automatically check that service configurations are compliant, put metadata into operations tools, tag virtual machines, or file work items.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/ops-automation-using-event-grid.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/ops-automation-using-event-grid
Running Oracle Databases on [Azure]
This solution architecture illustrates a canonical architecture to achieve high availability for your Oracle Database Enterprise Edition in Azure.
This solution architecture illustrates a canonical architecture to achieve high availability for your Oracle Database Enterprise Edition in Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/reference-architecture-for-oracle-database-on-azure.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/reference-architecture-for-oracle-database-on-azure

Databases on [Google Cloud] (6)

Networking

Networking on [AWS] (3)

Modular and scalable VPC
Builds a VPC environment with public and private subnets where you can launch AWS services and other resources.
Builds a VPC environment with public and private subnets where you can launch AWS services and other resources.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/vpc-design.d4d1c905c70084c41512df3aed175f61f5997b1f.png

Links:
- aws.amazon.com/quickstart/architecture/vpc
Linux Bastion Hosts
Adds Linux bastion hosts to your AWS infrastructure, for secure access to Linux instances in your VPC.
Adds Linux bastion hosts to your AWS infrastructure, for secure access to Linux instances in your VPC.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/linux-bastion-architecture.584765ff724625db9ab0d91a8ccb1c2eb7e15a5b.png

Links:
- aws.amazon.com/quickstart/architecture/linux-bastion
Opportunistic IPsec Mesh
Sets up dynamic IPsec tunnels between Amazon EC2 instances, using Libreswan for IPsec encryption.
Sets up dynamic IPsec tunnels between Amazon EC2 instances, using Libreswan for IPsec encryption.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/ipsec-mesh-on-aws-architecture.579b889b1635aa9139d3f45926380890e3c8f21e.png

Links:
- aws.amazon.com/quickstart/architecture/libreswan-ipsec-mesh

Networking on [Azure] (5)

Implement a hub-spoke network topology
Implement a hub-spoke network topology with shared services in Azure.
Implement a hub-spoke network topology with shared services in Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/images/shared-services.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/shared-services
Choose between virtual network peering and VPN gateways
Compares two ways to connect virtual networks in Azure.
Compares two ways to connect virtual networks in Azure.
Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/vnet-peering
Deploy highly available NVAs
Deploy network virtual appliances with high availability.
Deploy network virtual appliances with high availability.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/dmz/images/nva-ha/single-nva.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/dmz/nva-ha
Hub-spoke network topology in Azure
This reference architecture deploys a hub-spoke network topology in Azure.
This reference architecture deploys a hub-spoke network topology in Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/images/hub-spoke.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/hub-spoke
Implement a secure hybrid network
Implement a secure hybrid network architecture in Azure.
Implement a secure hybrid network architecture in Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/dmz/images/dmz-private.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/dmz/secure-vnet-dmz

Networking on [Google Cloud] (4)

Floating IP addresses
Floating or virtual IP addresses that are commonly used for high availability on premises cannot be migrated as-is to cloud environments because failover mechanisms such as gratuitious ARP do not work on GCP.
Floating or virtual IP addresses that are commonly used for high availability on premises cannot be migrated as-is to cloud environments because failover mechanisms such as gratuitious ARP do not work on GCP. This architecture shows a preferred solution for migrating floating IPs using the Routes API on Compute Engine.

Source: https://gcp.solutions/images/diagrams/networking-floating-ip.png

Links:
- https://gcp.solutions/diagram/net-floating-ip
Using Your Own Public IP addresses
Use your own public IP addresses as they are hard-coded in applications or have an associated reputation.
Sometimes you want to use your own public IP addresses as they are hard-coded in applications or have an associated reputation. This architecture requires you to have provider-independent IP address space which you can advertise by using your own routing equipment. Cloud Interconnect (Dedicated or Partner) is used to route traffic to and from these IP addresses to GCP.

Source: https://gcp.solutions/images/diagrams/networking-using-public-ip.png

Links:
- https://gcp.solutions/diagram/net-using-public-ip
High Availability NAT
You can use GCPs managed Cloud NAT service.
For Network Address Translation (NAT) you can use GCPs managed Cloud NAT service. If you need to use NAT for internal translations inside your GCP environment or towards Interconnect, this architecture helps you to setup resilient and high bandwidth deployments using multiple NAT gateways with Equal Cost Multi-Path (ECMP) routing.

Source: https://gcp.solutions/images/diagrams/networking-ha-nat.png

Links:
- https://gcp.solutions/diagram/net-ha-nat
Latency optimized Travel Sample Architecture
An Online Travel Agency (OTA) production environment on GCP.
This is a sample architecture for an Online Travel Agency (OTA) production environment on GCP.

Source: https://gcp.solutions/images/diagrams/net-travel-latency.png

Links:
- https://gcp.solutions/diagram/net-travel-latency

Storage

Storage on [AWS] (3)

EFS-to-EFS Backup
Learn how to automatically create incremental backups of Amazon EFS file systems on a defined schedule.
Learn how to automatically create incremental backups of Amazon EFS file systems on a defined schedule.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/efs-to-efs-backup-solution-architecture.fa450959b707622b4c6593b37f322d679ae8ceed.png

Links:
- aws.amazon.com/solutions/efs-to-efs-backup-solution
Multi-Region User Pools
Deploy a solution that helps ensure reliability in the event of service or infrastructure disruptions, and automatically provisions and configures all the AWS services necessary to set up a multi-region architecture, and automatically imports new users from a primary user pool into a secondary user pool running in a different AWS Region.
Deploy a solution that helps ensure reliability in the event of service or infrastructure disruptions, and automatically provisions and configures all the AWS services necessary to set up a multi-region architecture, and automatically imports new users from a primary user pool into a secondary user pool running in a different AWS Region.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/multi-architecture-user-pools-architecture-diagram.f8686638d0702034f4da68c314317cc76ff29165.png

Links:
- aws.amazon.com/solutions/multi-region-user-pools
Multi-Region Asynchronous Object Replication Solution
Deploy a solution that automatically provisions the products and services necessary to set up a multi-region replication configuration with Amazon S3 buckets.
Deploy a solution that automatically provisions the products and services necessary to set up a multi-region replication configuration with Amazon S3 buckets.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/multi-region-asynchronous-object-replication-solution-architecture.65c71dae7476861ffccfbae8934a33f160984fc3.png

Links:
- aws.amazon.com/solutions/multi-region-asynchronous-object-replication-solution

Storage on [Azure] (2)

HIPPA and HITRUST compliant health data AI
Store healthcare data effectively and affordably with cloud-based solutions from Azure. Manage medical records with the highest level of built-in security.
Store healthcare data effectively and affordably with cloud-based solutions from Azure. Manage medical records with the highest level of built-in security.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/security-compliance-blueprint-hippa-hitrust-health-data-ai.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/security-compliance-blueprint-hippa-hitrust-health-data-ai
Medical Data Storage Solutions
Store healthcare data effectively and affordably with cloud-based solutions from Azure. Manage medical records with the highest level of built-in security.
Store healthcare data effectively and affordably with cloud-based solutions from Azure. Manage medical records with the highest level of built-in security.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/medical-data-storage.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/medical-data-storage

Storage on [Google Cloud] (6)

DR Cold Standby Server
Larger RTO Allows for cold failover. Use GCE PD Snapshots at frequency to meet the RPO.

Failover Failure in primary regional instance group. Launch replacement in different zone and build PD from most recent snapshot.

Source: https://gcp.solutions/images/diagrams/ba-dr-cold.png

Links:
- https://gcp.solutions/diagram/ba-dr-cold
DR Warm static site
Source: https://gcp.solutions/images/diagrams/ba-dr-warm.png

Links:
- https://gcp.solutions/diagram/ba-dr-warm
DR with Application Replication (production on-prem)
Source: https://gcp.solutions/images/diagrams/ba-dr-with-replication.png

Links:
- https://gcp.solutions/diagram/ba-dr-with-replication
Hosting Avere vFXT filer on GCP
Source: https://gcp.solutions/images/diagrams/ba-hosting-filers.png

Links:
- https://gcp.solutions/diagram/ba-hosting-filers
DR - Hot HA across GCP and on Premises
Source: https://gcp.solutions/images/diagrams/ba-hot-ha.png

Links:
- https://gcp.solutions/diagram/ba-hot-ha
DR - Cold from On-Premises to GCP with App
Source: https://gcp.solutions/images/diagrams/ba-cold-from-on-premise.png

Links:
- https://gcp.solutions/diagram/ba-cold-from-on-premise

Security

Security on [AWS] (10)

Real-Time Insights on AWS Account Activity
Deploy a solution that automatically provisions and configures the services necessary to record and visualize resource access and usage metrics for your AWS account(s) in real-time.
Deploy a solution that automatically provisions and configures the services necessary to record and visualize resource access and usage metrics for your AWS account(s) in real-time.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/real-time-insights-account-activity-architecture.30cafda92a063b5b0a524b231ab72cd98353514e.png

Links:
- aws.amazon.com/solutions/real-time-insights-account-activity
[AWS] WAF Security Automations
Learn how to automatically deploy a set of preconfigured AWS WAF rules designed to filter common web-based attacks.
Learn how to automatically deploy a set of preconfigured AWS WAF rules designed to filter common web-based attacks.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/waf-security-automations-architecture.b2488c49739d7522d3372d47c7b36cbaf614d6b9.png

Links:
- aws.amazon.com/solutions/aws-waf-security-automations
Standardized Architecture for UK-OFFICIAL on [AWS]
Deploy a cloud architecture that helps support NCSC and CIS for UK-OFFICIAL workloads.
This Quick Start sets up a standardized AWS Cloud environment that supports workloads that are classified as United Kingdom (UK) OFFICIAL. This data classification is associated with guidance and controls that help public sector organizations manage risks and ensure security when handling information assets.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/uk-official-on-aws-architecture.717bce716f8ffd250d402816024d7ec2a09b8716.png

Links:
- aws.amazon.com/quickstart/architecture/compliance-uk-official
Reference Architecture for HIPAA on [AWS]
Deploy a cloud architecture that helps support your HIPAA compliance program.
This Quick Start deploys a model environment that can help organizations with workloads that fall within the scope of the U.S. Health Insurance Portability and Accountability Act (HIPAA). The Quick Start architecture maps to certain technical requirements imposed by HIPAA regulations. The Quick Start includes AWS CloudFormation templates, which automatically configure the AWS resources and deploy an example multi-tier, Linux-based web application in a few simple steps, in about 30 minutes. The security controls reference shows how Quick Start architecture decisions, components, and configurations map to HIPAA regulatory requirements. The Quick Start also includes a deployment guide, which describes the reference architecture in detail and provides step-by-step instructions for deploying, configuring, and validating the AWS environment.

This Quick Start is part of a set of AWS compliance offerings, which provide security-focused architecture solutions to help Managed Service Providers (MSPs), cloud provisioning teams, developers, integrators, and information security teams follow strict security, compliance, and risk management controls. For additional Quick Starts in this category, see the Quick Start catalog.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/hipaa-on-aws-architecture.c9d03b5443aa55776e9c519e30e2e989c7142e19.png

Links:
- aws.amazon.com/quickstart/architecture/compliance-hipaa
Standardized Architecture for NIST on [AWS]
Deploy an AWS Cloud architecture for NIST-based assurance frameworks.
This Quick Start sets up a standardized AWS Cloud environment that helps support:

NIST SP 800-53 (Rev. 4) NIST SP 800-122 NIST SP 800-171 FedRAMP TIC Overlay (pilot) DoD Cloud Computing SRG The Quick Start template automatically configures the AWS resources and deploys a multi-tier, Linux-based web application in a few simple steps, in about 30 minutes. The security controls matrix (Microsoft Excel spreadsheet) shows how the Quick Start components map to NIST, TIC, and DoD Cloud SRG security requirements.

This Quick Start is part of a set of AWS compliance offerings, which provide security-focused architecture solutions to help Managed Service Providers (MSPs), cloud provisioning teams, developers, integrators, and information security teams follow strict security, compliance, and risk management controls. For additional Quick Starts in this category, see the Quick Start catalog.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/nist-on-aws-architecture.c9d03b5443aa55776e9c519e30e2e989c7142e19.png

Links:
- aws.amazon.com/quickstart/architecture/compliance-nist
CJIS Security Policy on [AWS]
Deploy a security-focused baseline for CJIS Security Policy 5.6 in the AWS Cloud.
This Quick Start deploys a standardized environment that helps organizations with workloads that fall in scope for the Criminal Justice Information Services (CJIS) Security Policy version 5.6. (Note that this Quick Start will help organizations get started, but additional effort will be needed for full alignment to the CJIS Security Policy.)

These requirements typically apply to systems that must go through a formal assessment and authorization process to ensure sufficient protection of confidentiality, integrity, and availability of information and information systems, based on the security category and impact level of the system (low, moderate, or high), and a risk determination.

The deployment is automated by customizable AWS CloudFormation templates and scripts that build and configure the environment in about 30 minutes. The Quick Start also includes a security controls matrix (Microsoft Excel spreadsheet), which shows how the Quick Start components and configuration map to CJIS requirements.

This Quick Start is part of a set of AWS compliance offerings, which provide security-focused architecture solutions to help Managed Service Providers (MSPs), cloud provisioning teams, developers, integrators, and information security teams follow strict security, compliance, and risk management controls.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/quickstart-architecture-for-cjis-on-the-aws-cloud.b47cce7552a09f41cf58f8c30c43d53e0644d0f8.png

Links:
- aws.amazon.com/quickstart/architecture/compliance-cjis
Standardized Architecture for NIST High-Impact Controls on [AWS]
Deploy an AWS Cloud architecture for NIST high-impact security controls, featuring Trend Micro Deep Security.
This Quick Start extends the NIST Quick Start to help support:

NIST SP 800-53 (Rev. 4) high-impact security controls baseline CNSS Instruction 1253 NIST SP 800-171 FedRAMP and TIC Overlay (pilot) DoD Cloud Computing SRG The Quick Start template automatically configures the AWS resources and deploys a multi-tier, Linux-based web application in a few simple steps, in about an hour. The Quick Start features Deep Security from Trend Micro for host-based protection. The security controls matrix (Microsoft Excel spreadsheet) shows how the Quick Start components map to security requirements.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/nist-high-on-aws-architecture.24c1a88cd759af1b4fd19cf06dde0a02b2fac8d2.png

Links:
- aws.amazon.com/quickstart/architecture/compliance-nist-high-impact
Reference Architecture for HITRUST on [AWS]
Deploy a cloud architecture that helps support your HITRUST compliance program.
This Quick Start deploys a model environment on the Amazon Web Services (AWS) Cloud that can help organizations with workloads that fall within the scope of the Health Information Trust Alliance Common Security Framework (HITRUST-CSF). Its architecture maps to certain technical requirements imposed by HITRUST controls.

The Quick Start includes AWS CloudFormation templates to automate building a baseline architecture that fits within your organization’s larger HITRUST program. It also includes a security controls reference, which maps HITRUST controls to architecture decisions, features, and configuration of the baseline.

Certain AWS services have been assessed under the HITRUST CSF Assurance Program by an approved HITRUST CSF Assessor as meeting the HITRUST CSF v9.1 Certification Criteria. Please note that deploying this architecture alone will not guarantee HITRUST certification. Rather, this architecture is designed to fit within your organization’s broader HITRUST program.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/hitrust-on-aws-architecture.666c124df171be2d74f18e30f3f2ed21a749b645.png

Links:
- aws.amazon.com/quickstart/architecture/compliance-hitrust
Standardized Architecture for PCI DSS Compliance on [AWS]
Deploy an AWS architecture that helps support Payment Card Industry requirements.
This Quick Start sets up an AWS Cloud environment that provides a standardized architecture for Payment Card Industry (PCI) Data Security Standard (DSS) compliance. PCI DSS helps ensure that companies maintain a secure environment for storing, processing, and transmitting credit card information. The Quick Start relies on the requirements of PCI DSS version 3.2.1. The templates in the Quick Start automatically configure the AWS resources and deploy a multi-tier, Linux-based web application in a few simple steps. The Quick Start includes a main template for initial setup and three optional templates for additional customization. The Quick Start also includes a security controls reference (Microsoft Excel spreadsheet), which shows how the Quick Start components and configuration map to PCI DSS controls.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/standard-networking-architecture-pci-dss-on-aws.3daa80ec9a0d1603253afb44bc699ea96defd208.png

Links:
- aws.amazon.com/quickstart/architecture/compliance-pci/
IRAP PROTECTED on [AWS]
Deploy the Compliance IRAP PROTECTED Reference Architecture on the AWS Cloud.
This Quick Start deploys the Information Security Registered Assessors Program (IRAP) PROTECTED Reference Architecture on the Amazon Web Services (AWS) Cloud. This Quick Start is for users who want to create cloud-based workloads that use AWS controls that meet the Australian Cyber Security Centre (ACSC) Information Security Manual (ISM) requirements for sensitive government data handling at the PROTECTED classification level.

While this solution implements many of the controls that are outlined in the IRAP PROTECTED Reference Architecture, not all of the recommended controls are included in this Quick Start. Remember to follow the guidance in the IRAP PROTECTED package, available on AWS Artifact, before using this solution to store PROTECTED data.

Source: https://d1.awsstatic.com/partner-network/QuickStart/compliance-irap-protected-architecture.fa640473728f29cce8fa506c7ebec065cf7ba545.png

Links:
- aws.amazon.com/quickstart/architecture/irap-protected

Security on [Azure] (1)

Threat indicators for cyber threat intelligence in Azure Sentinel
Import threat indicators, view logs, create rules to generate security alerts and incidents, and visualize threat intelligence data with Azure Sentinel.
Import threat indicators, view logs, create rules to generate security alerts and incidents, and visualize threat intelligence data with Azure Sentinel.

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/data/media/sentinel-threat-intelligence/sentinel-data-flow.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/data/sentinel-threat-intelligence

Security on [Google Cloud] (3)

Identity

Identity on [AWS] (1)

SaaS identity and isolation with Amazon Cognito
Builds a high availability solution for identity and isolation in multi-tenant SaaS environments, using Amazon Cognito as the identity provider.
Builds a high availability solution for identity and isolation in multi-tenant SaaS environments, using Amazon Cognito as the identity provider.

Source: https://d1.awsstatic.com/partner-network/QuickStart/saas/saas-identity-with-cognito-architecture-on-aws.4a8b71de8643e42b6735497c8fd7ef82ac933e9c.png

Links:
- aws.amazon.com/quickstart/saas/identity-with-cognito

Identity on [Azure] (3)

Create an AD DS resource forest in Azure
How to create a trusted Active Directory domain in Azure.
How to create a trusted Active Directory domain in Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/identity/images/adds-forest.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/identity/adds-forest
Deploy AD DS in an Azure virtual network
Deploy Active Directory Domain Services (AD DS) in an Azure virtual network.
Deploy Active Directory Domain Services (AD DS) in an Azure virtual network.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/identity/images/adds-extend-domain.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/identity/adds-extend-domain
Extend on-premises AD FS to Azure
Implement a secure hybrid network architecture with Active Directory Federation Service authorization in Azure.
Implement a secure hybrid network architecture with Active Directory Federation Service authorization in Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/identity/images/adfs.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/identity/adfs

Integration

Integration on [AWS] (3)

[AWS] WorkSpaces Cost Optimizer
Deploy a solution that automatically converts Amazon WorkSpaces to the most cost-effective billing model based on a user's individual usage.
Deploy a solution that automatically converts Amazon WorkSpaces to the most cost-effective billing model based on a user's individual usage.

Source: https://d1.awsstatic.com/aws-answers/answers-images/workspaces-cost-optimizer-architecture.92141c17799af9673aca2f549db62fb1f1a2227b.png

Links:
- aws.amazon.com/solutions/amazon-workspaces-cost-optimizer
Boomi Molecule on [AWS]
A single-tenant, clustered runtime that runs separately from the platform, enabling multiple processes to run concurrently.
The Dell Boomi Molecule is a single-tenant, clustered runtime that runs separately from the platform, enabling multiple processes to run concurrently. The Boomi Molecule can be deployed across multiple servers to enhance load balancing and ensure high availability for mission-critical integration processes.

This Quick Start is for users who are looking for an integration platform as a service (iPaaS) that can be hosted on Amazon Web Services (AWS). Using the Quick Start, you can deploy a Boomi Molecule cluster on AWS and administer it through the Boomi AtomSphere platform.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/boomi-molecule-on-aws-architecture-diagram.aae8cd979803cf8dd22ae667917c82fdfb801c83.png

Links:
- aws.amazon.com/quickstart/architecture/dell-boomi-molecule/
[AWS] Biotech Blueprint - Core
Core template for deploying a preclinical, cloud-based research infrastructure and optional informatics software on AWS.
This Quick Start builds an informatics infrastructure for a biotech company on the Amazon Web Services (AWS) Cloud. It sets up a virtual data center by creating virtual private clouds (VPCs) and automatically configures this infrastructure for identity management, access control, encryption key management, network configuration, logging, alarms, partitioned environments (for example, to separate preclinical, clinical, and management processes), and built-in compliance auditing.

You can also use the Quick Start to automatically deploy the industry’s leading scientific research applications into this informatics infrastructure. Currently, you can deploy an electronic lab notebook (ELN) and molecular R&D solution, a chemical compound registry, freezer management software, a biotech informatics and research infrastructure, and a genomics analysis environment.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/biotech-blueprint-core-template-architecture.eb969ce9dd4273c1bf05c2192c249f8d79506507.png

Links:
- aws.amazon.com/quickstart/biotech-blueprint/core

Integration on [Azure] (6)

Quality Assurance
Quality assurance systems allow businesses to prevent defects throughout their processes of delivering goods or services to customers. Building such a system that collects data and identifies potential problems along a pipeline can provide enormous advantages. For example, in digital manufacturing, quality assurance across the assembly line is imperative. Identifying slowdowns and potential failures before they occur rather than after they are detected can help companies reduce costs for scrap and rework while improving productivity.
Quality assurance systems allow businesses to prevent defects throughout their processes of delivering goods or services to customers. Building such a system that collects data and identifies potential problems along a pipeline can provide enormous advantages. For example, in digital manufacturing, quality assurance across the assembly line is imperative. Identifying slowdowns and potential failures before they occur rather than after they are detected can help companies reduce costs for scrap and rework while improving productivity.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/quality-assurance.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/quality-assurance
HPC Risk Analysis Template - Solution Architecture
Build an HPC risk analysis solution architecture with a step-by-step flowchart from Microsoft Azure that combines CycleCloud, Avere vFXT and Tibco Gridserver.
Build an HPC risk analysis solution architecture with a step-by-step flowchart from Microsoft Azure that combines CycleCloud, Avere vFXT and Tibco Gridserver.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/hpc-risk-analysis.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/hpc-risk-analysis
Sharing location in real time using low-cost serverless Azure services
SignalR configured in server-less mode to work with Azure Function triggered by Service Bus. All of it using .NET Core. This scenario is best used for real time messaging applications where users require a low-cost but robust messaging service.
SignalR configured in server-less mode to work with Azure Function triggered by Service Bus. All of it using .NET Core. This scenario is best used for real time messaging applications where users require a low-cost but robust messaging service.

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/signalr/archdiagram.jpg

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/signalr
Basic enterprise integration on [Azure]
Recommended architecture for implementing a simple enterprise integration pattern using Azure Logic Apps and Azure API Management.
Recommended architecture for implementing a simple enterprise integration pattern using Azure Logic Apps and Azure API Management.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/enterprise-integration/_images/simple-enterprise-integration.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/enterprise-integration/basic-enterprise-integration
Enterprise integration using queues and events
Recommended architecture for implementing an enterprise integration pattern with Azure Logic Apps, Azure API Management, Azure Service Bus, and Azure Event Grid.
Recommended architecture for implementing an enterprise integration pattern with Azure Logic Apps, Azure API Management, Azure Service Bus, and Azure Event Grid.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/queues-events.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/enterprise-integration/queues-events
Publishing internal APIs to external users
Use Azure API Management to modernize and expose intranet legacy web APIs.
Use Azure API Management to modernize and expose intranet legacy web APIs.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/publish-internal-apis-externally.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/publish-internal-apis-externally

Analytics

Analytics on [AWS] (2)

Real-Time Web Analytics with Kinesis Data Analytics
Provides a framework for analyzing and visualizing metrics, allowing you to focus on adding new metrics rather than managing the underlying infrastructure.
The Real-Time Web Analytics with Kinesis Data Analytics solution automatically provisions the services necessary to track and visualize website clickstream data in real-time. This solution is designed to provide a framework for analyzing and visualizing metrics, allowing you to focus on adding new metrics rather than managing the underlying infrastructure.

Source: https://d1.awsstatic.com/aws-answers/answers-images/real-time-web-analytics-with-kinesis-architecture.10340b2b1bbeac6f7bb8441fb6ce94de324e712a.png

Links:
- aws.amazon.com/solutions/real-time-web-analytics-with-kinesis
Clickstream Analytics on [AWS]
Automatically deploys a clickstream analytics environment on AWS for collecting, analyzing, and reporting website data.
Automatically deploys a clickstream analytics environment on AWS for collecting, analyzing, and reporting website data.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/clickstream-analytics-architecture-on-aws.2b91b20badd7987941402d2aeb6a0c65c57920e3.png

Links:
- aws.amazon.com/quickstart/architecture/clickstream-analytics

Analytics on [Azure] (21)

Batch scoring of Spark models on Azure Databricks
Build a scalable solution for batch scoring an Apache Spark classification model on a schedule using Azure Databricks.
Build a scalable solution for batch scoring an Apache Spark classification model on a schedule using Azure Databricks.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/_images/batch-scoring-spark.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/batch-scoring-databricks
Defect prevention with predictive maintenance
Learn how to use Azure Machine Learning to predict failures before they happen with real-time assembly line data.
Learn how to use Azure Machine Learning to predict failures before they happen with real-time assembly line data.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/defect-prevention-with-predictive-maintenance.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/defect-prevention-with-predictive-maintenance
Advanced Analytics Architecture
Get near real-time data analytics on streaming services. This big data architecture allows you to combine any data at any scale with custom machine learning.
Get near real-time data analytics on streaming services. This big data architecture allows you to combine any data at any scale with custom machine learning.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/advanced-analytics-on-big-data.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/advanced-analytics-on-big-data
Anomaly Detection in Real-time Data Streams
Cortana Intelligence IT Anomaly Insights solution helps IT departments within large organizations quickly detect and fix issues based on underlying health metrics from IT infrastructure.
Cortana Intelligence IT Anomaly Insights solution helps IT departments within large organizations quickly detect and fix issues based on underlying health metrics from IT infrastructure.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/anomaly-detection-in-real-time-data-streams.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/anomaly-detection-in-real-time-data-streams
Anomaly Detector Process
Learn more about Anomaly Detector with a step-by-step flowchart that details the process. See how anomaly detection models are selected with time-series data.
Learn more about Anomaly Detector with a step-by-step flowchart that details the process. See how anomaly detection models are selected with time-series data.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/anomaly-detector-process.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/anomaly-detector-process
Application integration using Event Grid
Event Grid connects your app with other services. For example, create an application topic to send your app's event data to Event Grid and take advantage of its reliable delivery, advanced routing, and direct integration with Azure. Alternatively, you can use Event Grid with Logic Apps to process data anywhere, without writing code.
Event Grid connects your app with other services. For example, create an application topic to send your app's event data to Event Grid and take advantage of its reliable delivery, advanced routing, and direct integration with Azure. Alternatively, you can use Event Grid with Logic Apps to process data anywhere, without writing code.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/application-integration-using-event-grid.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/application-integration-using-event-grid
Automated enterprise BI
Automate an extract, load, and transform (ELT) workflow in Azure using Azure Data Factory with Azure Synapse Analytics.
Automate an extract, load, and transform (ELT) workflow in Azure using Azure Data Factory with Azure Synapse Analytics.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/enterprise-bi-adf.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/data/enterprise-bi-adf
Customer 360
A deep understanding between customer interests and purchasing patterns is a critical component of any retail business intelligence operation. This solution implements a process of aggregating customer data into a "360-degree" profile, and uses advanced machine learning models backed by the reliability and processing power of Azure to provide predictive insights on simulated customers.
A deep understanding between customer interests and purchasing patterns is a critical component of any retail business intelligence operation. This solution implements a process of aggregating customer data into a "360-degree" profile, and uses advanced machine learning models backed by the reliability and processing power of Azure to provide predictive insights on simulated customers.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/customer-360.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/customer-360
Data warehousing and analytics
Consolidate data from multiple sources and optimize data analytics.
Consolidate data from multiple sources and optimize data analytics.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/data-warehouse.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/data/data-warehouse
Discovery Hub with Cloud Scale Analytics
Build a modern data estate that is ready for cloud scale analytics with a step-by-step flowchart from Microsoft Azure.
Build a modern data estate that is ready for cloud scale analytics with a step-by-step flowchart from Microsoft Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/cloud-scale-analytics-with-discovery-hub.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/cloud-scale-analytics-with-discovery-hub
Extend your on-premises big data investments with HDInsight
Extend your on-premises big data investments to the cloud and transform your business using the advanced analytics capabilities of HDInsight.
Extend your on-premises big data investments to the cloud and transform your business using the advanced analytics capabilities of HDInsight.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/extend-your-on-premises-big-data-investments-with-hdinsight.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/extend-your-on-premises-big-data-investments-with-hdinsight
Extract, transform, and load (ETL) using HDInsight
Extract, transform, and load your big data clusters on demand with Hadoop MapReduce and Apache Spark.
Extract, transform, and load your big data clusters on demand with Hadoop MapReduce and Apache Spark.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/extract-transform-and-load-using-hdinsight.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/extract-transform-and-load-using-hdinsight
Interactive Price Analytics
The Pricing Analytics solution uses your transactional history data to show you how the demand for your products responds to the prices you offer, to recommend pricing changes, and allow you to simulate how changes in price would affect your demand, at a fine granularity.
The Pricing Analytics solution uses your transactional history data to show you how the demand for your products responds to the prices you offer, to recommend pricing changes, and allow you to simulate how changes in price would affect your demand, at a fine granularity.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/interactive-price-analytics.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/interactive-price-analytics
Mass ingestion and analysis of news feeds on [Azure]
Create a pipeline for ingesting and analyzing text, images, sentiment, and other data from RSS news feeds using only Azure services, including Azure Cosmos DB and Azure Cognitive Services.
Create a pipeline for ingesting and analyzing text, images, sentiment, and other data from RSS news feeds using only Azure services, including Azure Cosmos DB and Azure Cognitive Services.

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/ai/media/mass-ingestion-newsfeeds-architecture.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/ai/newsfeed-ingestion
Real Time Analytics on Big Data Architecture
Get deep learning analytics and insights live from streaming data. Review logs from website clickstream in near real-time for advanced analytics processing.
Get deep learning analytics and insights live from streaming data. Review logs from website clickstream in near real-time for advanced analytics processing.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/real-time-analytics.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/real-time-analytics
Stream processing with Azure Databricks
Create an end-to-end stream processing pipeline in Azure using Azure Databricks.
Create an end-to-end stream processing pipeline in Azure using Azure Databricks.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/data/images/stream-processing-databricks.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/data/stream-processing-databricks
Stream processing with Azure Stream Analytics
Create an end-to-end stream processing pipeline in Azure.
Create an end-to-end stream processing pipeline in Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/data/images/stream-processing-asa/stream-processing-asa.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/data/stream-processing-stream-analytics
Tier Applications & Data for Analytics
Tier applications and data with a solution architecture that includes Azure Stack. Optimize data analytics with a step-by-step flowchart and detailed instructions.
Tier applications and data with a solution architecture that includes Azure Stack. Optimize data analytics with a step-by-step flowchart and detailed instructions.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/tiered-data-for-analytics.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/tiered-data-for-analytics
[Azure] data platform end-to-end
Use Azure services to ingest, process, store, serve, and visualize data from different sources.
Use Azure services to ingest, process, store, serve, and visualize data from different sources.

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/dataplate2e/media/azure-data-platform-end-to-end.jpg

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/dataplate2e/data-platform-end-to-end
Enterprise business intelligence
Use Azure to gain business insights from relational data stored on-premises.
Use Azure to gain business insights from relational data stored on-premises.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/enterprise-bi-synapse.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/data/enterprise-bi-synapse
Real-time fraud detection
Detect fraudulent activity in real-time using Azure Event Hubs and Stream Analytics.
Detect fraudulent activity in real-time using Azure Event Hubs and Stream Analytics.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/fraud-detection.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/data/fraud-detection

Analytics on [Google Cloud] (5)

Mobile

Mobile on [Azure] (1)

Custom Mobile Workforce App
Learn how the custom mobile workforce management app architecture is built and implemented with a step-by-step diagram that illustrates the integration of Active Directory, SAP, and Azure App Service.
Learn how the custom mobile workforce management app architecture is built and implemented with a step-by-step diagram that illustrates the integration of Active Directory, SAP, and Azure App Service.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/custom-mobile-workforce-app.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/custom-mobile-workforce-app

Web

Web on [AWS] (1)

Web Application Hosting
Amazon’s recommended architecture for Web Application Hosting
Amazon’s recommended architecture for Web Application Hosting

Source: https://miro.medium.com/max/1400/1*8fDXct08gxZiTBgzoizZBQ.png

Links:
- medium.com/@anirudh.rajmohan/reference-architecture-web-application-hosting-part-i-4356ccc23b76

[Azure] (22)

Scalable order processing
Build a highly scalable order processing pipeline using Azure Cosmos DB.
Build a highly scalable order processing pipeline using Azure Cosmos DB.

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/data/media/architecture-ecommerce-order-processing.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/data/ecommerce-order-processing
Windows N-tier application on [Azure]
Implement a multi-tier architecture on Azure for availability, security, scalability, and manageability.
Implement a multi-tier architecture on Azure for availability, security, scalability, and manageability.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/n-tier/images/n-tier-sql-server.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/n-tier/n-tier-sql-server
Scalable web and mobile applications using Azure Database for MySQL
Rapidly build engaging, performant and scalable cross-platform and native apps for iOS, Android, Windows, or Mac.
Rapidly build engaging, performant and scalable cross-platform and native apps for iOS, Android, Windows, or Mac.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/scalable-web-and-mobile-applications-using-azure-database-for-mysql.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/scalable-web-and-mobile-applications-using-azure-database-for-mysql
Scalable web and mobile applications using Azure Database for PostgreSQL
Rapidly build engaging, performant and scalable cross-platform and native apps for iOS, Android, Windows, or Mac.
Rapidly build engaging, performant and scalable cross-platform and native apps for iOS, Android, Windows, or Mac.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/scalable-web-and-mobile-applications-using-azure-database-for-postgresql.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/scalable-web-and-mobile-applications-using-azure-database-for-postgresql
Social App for Mobile and Web with Authentication
View a detailed, step-by-step diagram depicting the build process and implementation of the mobile client app architecture that offers social image sharing with a companion web app and authentication abilities, even while offline.
View a detailed, step-by-step diagram depicting the build process and implementation of the mobile client app architecture that offers social image sharing with a companion web app and authentication abilities, even while offline.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/social-mobile-and-web-app-with-authentication.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/social-mobile-and-web-app-with-authentication
Securely managed web applications
Securely deploy an expense application to Azure App Service Environment.
Securely deploy an expense application to Azure App Service Environment.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/fully-managed-secure-apps.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/fully-managed-secure-apps
Architect scalable e-commerce web app
The e-commerce website includes simple order processing workflows with the help of Azure services. Using Azure Functions and Web Apps, developers can focus on building personalized experiences and let Azure take care of the infrastructure.
The e-commerce website includes simple order processing workflows with the help of Azure services. Using Azure Functions and Web Apps, developers can focus on building personalized experiences and let Azure take care of the infrastructure.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/scalable-ecommerce-web-app.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/scalable-ecommerce-web-app
Basic web application
Recommended architecture for a basic web application running in Azure.
Recommended architecture for a basic web application running in Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/app-service-web-app/images/basic-web-app.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/app-service-web-app/basic-web-app
E-commerce front end
Host an e-commerce site on Azure.
Host an e-commerce site on Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/ecommerce-scenario.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/ecommerce-scenario
E-commerce website running in secured App Service Environment
Secure your e-commerce website's sensitive user and payment data using the Microsoft Azure App Service Environment.
Secure your e-commerce website's sensitive user and payment data using the Microsoft Azure App Service Environment.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/ecommerce-website-running-in-secured-ase.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/ecommerce-website-running-in-secured-ase
Intelligent product search engine for e-commerce
Provide a world-class search experience in an e-commerce application.
Provide a world-class search experience in an e-commerce application.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/ecommerce-search.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/ecommerce-search
Multi-region N-tier application
Deploy an application on Azure virtual machines in multiple regions for high availability and resiliency.
Deploy an application on Azure virtual machines in multiple regions for high availability and resiliency.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/multi-region-sql-server.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/n-tier/multi-region-sql-server
Multi-tier web application built for HA/DR
Create a multitier web application built for high availability and disaster recovery on Azure using Azure virtual machines, availability sets, availability zones, Azure Site Recovery, and Azure Traffic Manager.
Create a multitier web application built for high availability and disaster recovery on Azure using Azure virtual machines, availability sets, availability zones, Azure Site Recovery, and Azure Traffic Manager.

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/media/arhitecture-disaster-recovery-multi-tier-app.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/multi-tier-app-disaster-recovery
Scalable Episerver marketing website
Let your business run multi-channel digital marketing websites on one platform and spin up and spin down campaigns on demand. Take advantage of the comprehensive capabilities of Episerver to manage every aspect of your site and campaign performance.
Let your business run multi-channel digital marketing websites on one platform and spin up and spin down campaigns on demand. Take advantage of the comprehensive capabilities of Episerver to manage every aspect of your site and campaign performance.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/digital-marketing-episerver.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/digital-marketing-episerver
Scalable Sitecore marketing website
With the Sitecore Experience Platform (xP), you have at your fingertips the complete data, integrated tools, and automation capabilities to engage your customers throughout an iterative life cycle - the technology foundation necessary to win customers for life.
With the Sitecore Experience Platform (xP), you have at your fingertips the complete data, integrated tools, and automation capabilities to engage your customers throughout an iterative life cycle - the technology foundation necessary to win customers for life.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/digital-marketing-sitecore.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/digital-marketing-sitecore
Scalable Umbraco CMS web app
Medium Umbraco CMS web app configured to scale and optimal for high-traffic sites. It uses two web apps, one for your front-end app and the other for your back-office app, deployed in a single region with autoscaling enabled.
Medium Umbraco CMS web app configured to scale and optimal for high-traffic sites. It uses two web apps, one for your front-end app and the other for your back-office app, deployed in a single region with autoscaling enabled.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/medium-umbraco-web-app.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/medium-umbraco-web-app
Scalable Web Apps
scalable web apps, azure redis cache, session data cache, user cookie cache, azure cache for redis
scalable web apps, azure redis cache, session data cache, user cookie cache, azure cache for redis

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/scalable-web-apps.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/scalable-web-apps
Scalable and secure WordPress on [Azure]
Build a highly scalable and secure WordPress website for media events.
Build a highly scalable and secure WordPress website for media events.

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/media/secure-scalable-wordpress.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/wordpress
Scalable web application
Improve scalability in a web application running in Microsoft Azure.
Improve scalability in a web application running in Microsoft Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/scalable-web-app.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/app-service-web-app/scalable-web-app
Simple branded website
Quickly build and launch digital campaigns that automatically scale based on customer demand.
Quickly build and launch digital campaigns that automatically scale based on customer demand.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/simple-branded-website.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/simple-branded-website
Simple digital marketing website
Start simple with the content management system that enables you to easily maintain the messaging on your website in real-time, from a browser, with no coding skills.
Start simple with the content management system that enables you to easily maintain the messaging on your website in real-time, from a browser, with no coding skills.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/digital-marketing-smb.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/digital-marketing-smb
Web application monitoring on [Azure]
Monitor a web application hosted in Azure App Service.
Monitor a web application hosted in Azure App Service.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/app-service-web-app/images/architecture-diagram-app-monitoring.svg

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/app-service-web-app/app-monitoring

[Google Cloud] (6)

Management and Governance

Management and Governance on [AWS] (10)

Cost Optimization Monitor
Build and architecure that automatically processes detailed billing reports to provide granular metrics that you can search, analyze, and visualize in a customizable dashboard.
Build and architecure that automatically processes detailed billing reports to provide granular metrics that you can search, analyze, and visualize in a customizable dashboard.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/cost-optimization-monitor-architecture_02.fd8e78cdc8c5ce7b681c370d45c9e714232627b4.png

Links:
- aws.amazon.com/solutions/cost-optimization-monitor
Cost Optimization: EC2 Right Sizing
Deploy a solution that uses managed services to perform a right-sizing analysis and offer detailed recommendations for more cost-effective Amazon EC2 instances for your workloads.
Deploy a solution that uses managed services to perform a right-sizing analysis and offer detailed recommendations for more cost-effective Amazon EC2 instances for your workloads.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/cost-optimization-monitor-ec2-right-sizing.67e95049366e80d31cd6f43fcf0fd964013593af.png

Links:
- aws.amazon.com/solutions/cost-optimization-ec2-right-sizing
[AWS] Limit Monitor
Deploy a solution that automatically provisions the services necessary to proactively track AWS resource usage and send notifications as you approach resource limits.
Deploy a solution that automatically provisions the services necessary to proactively track AWS resource usage and send notifications as you approach resource limits.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/aws-limit-monitor-architecture.4faf691d25c496a8a4a5942e4ff22c9c66d1c794.png

Links:
- aws.amazon.com/solutions/limit-monitor
Cross-Region Replication Monitor
Deploy a solution that automatically checks the replication status of Amazon S3 objects across different AWS Regions, providing near real-time metrics and failure notifications.
Deploy a solution that automatically checks the replication status of Amazon S3 objects across different AWS Regions, providing near real-time metrics and failure notifications.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/cross-region-replication-monitor-architecture.86188d8b58c0ee8212cb7366ccad420a5727ab77.png

Links:
- aws.amazon.com/solutions/cross-region-replication-monitor
Customizations for AWS Control Tower
Deploy a solution that helps customers easily add customizations to their AWS Control Tower landing zone using an AWS CloudFormation template and service control policies (SCPs).
Deploy a solution that helps customers easily add customizations to their AWS Control Tower landing zone using an AWS CloudFormation template and service control policies (SCPs).

Source: https://d1.awsstatic.com/aws-answers/answers-images/customizations-for-aws-control-tower-architecture-diagram.00c3c6e503a5254fe8990d5d952f3bcf3d60d077.png

Links:
- aws.amazon.com/solutions/customizations-for-aws-control-tower
Server Fleet Management at Scale
Learn how to simplify software inventory management, OS patch compliance, and security vulnerability assessments on managed instances.
Learn how to simplify software inventory management, OS patch compliance, and security vulnerability assessments on managed instances.

Source: https://d1.awsstatic.com/aws-answers/answers-images/server-fleet-management-architecture.8d59661f7d5173568f69f20a9d15df3a7b865f97.png

Links:
- aws.amazon.com/solutions/server-fleet-management-at-scale
Centralized Logging
Deploy a centralized logging solution for collecting, analyzing, and displaying logs on AWS across multiple accounts and AWS Regions.
Deploy a centralized logging solution for collecting, analyzing, and displaying logs on AWS across multiple accounts and AWS Regions.

Source: https://d1.awsstatic.com/aws-answers/answers-images/centralized-logging-architecture.349e9389b32a1762feff8299458145dc02eebc3c.png

Links:
- aws.amazon.com/solutions/implementations/centralized-logging
Operations Conductor
Deploy a solution that enables administrators to quickly create manual, event-based or time-based triggers for managing resources.
Deploy a solution that enables administrators to quickly create manual, event-based or time-based triggers for managing resources.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/operations-conductor-architecture.db5c488f264a92fdce4c233a5b493a41ee8aa60f.png

Links:
- aws.amazon.com/solutions/implementations/operations-conductor
[AWS] Ops Automator
Deploy a solution that enables you to automate snapshot management and vertical scaling for Amazon EC2 instances across accounts and regions.
Deploy a solution that enables you to automate snapshot management and vertical scaling for Amazon EC2 instances across accounts and regions.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/ops-automator-architecture.b8abed458e20d35f271be4e7af38bbb5070e2d1d.png

Links:
- aws.amazon.com/solutions/ops-automator
[AWS] Landing Zone
Learn how to automate the setup of a secure, multi-account AWS environment that follows AWS best practices.
Learn how to automate the setup of a secure, multi-account AWS environment that follows AWS best practices.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/aws-landing-zone-architecture.9e2c5d3a070d008e01a4a020e6ccf0d7bfe6904c.png

Links:
- aws.amazon.com/solutions/aws-landing-zone

Management and Governance on [Azure] (8)

Back up on-premises applications and data to cloud
Back up on-premises applications and data with Azure Backup and Blob storage applications. Read documentation on implementing these archiving solutions today.
Back up on-premises applications and data with Azure Backup and Blob storage applications. Read documentation on implementing these archiving solutions today.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/backup-archive-on-premises-applications.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/backup-archive-on-premises-applications
Build high availability into your BCDR strategy
Virtual machines (VMs) are physically separated across zones, and a virtual network is created using load balancers at each site. These locations are close enough for high availability replication, so your applications stay running, despite any issues at the physical locations.
Virtual machines (VMs) are physically separated across zones, and a virtual network is created using load balancers at each site. These locations are close enough for high availability replication, so your applications stay running, despite any issues at the physical locations.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/build-high-availability-into-your-bcdr-strategy.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/build-high-availability-into-your-bcdr-strategy
Custom Data Sovereignty & Data Gravity Requirements
Learn how to set custom data sovereignty and data gravity requirements in the cloud with Azure Stack. Find a step-by-step flow chart to implement this solution.
Learn how to set custom data sovereignty and data gravity requirements in the cloud with Azure Stack. Find a step-by-step flow chart to implement this solution.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/data-sovereignty-and-gravity.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/data-sovereignty-and-gravity
High availability and disaster recovery scenarios for IaaS apps.
Choose among high-availability and disaster recovery options like availability sets, availability zones, and regional DR for deploying IaaS apps to the cloud.
Choose among high-availability and disaster recovery options like availability sets, availability zones, and regional DR for deploying IaaS apps to the cloud.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/iaas-high-availability-disaster-recovery.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/iaas-high-availability-disaster-recovery
SMB disaster recovery with Azure Site Recovery
Small and medium businesses can inexpensively implement disaster recovery to the cloud by using Azure Site Recovery or a partner solution like Double-Take DR.
Small and medium businesses can inexpensively implement disaster recovery to the cloud by using Azure Site Recovery or a partner solution like Double-Take DR.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/disaster-recovery-smb-azure-site-recovery.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/disaster-recovery-smb-azure-site-recovery
SMB disaster recovery with Double-Take DR
Small and medium businesses can inexpensively implement disaster recovery to the cloud by using a partner solution like Double-Take DR.
Small and medium businesses can inexpensively implement disaster recovery to the cloud by using a partner solution like Double-Take DR.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/disaster-recovery-smb-double-take-dr.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/disaster-recovery-smb-double-take-dr
Highly available SharePoint farm
Learn how to deploy a highly available SharePoint farm for intranet capabilities with a step-by-step solution architecture template from Azure.
Learn how to deploy a highly available SharePoint farm for intranet capabilities with a step-by-step solution architecture template from Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/highly-available-sharepoint-farm.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/highly-available-sharepoint-farm
Highly available multi-region web application
Recommended architecture for a highly available web application running in multiple regions in Azure.
Recommended architecture for a highly available web application running in multiple regions in Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/multi-region.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/app-service-web-app/multi-region

DevOps

DevOps on [AWS] (6)

Multi-Region Infrastructure Deployment
Deploy a solution that helps make it easier to set up a multi-region architecture and ensure consistency of a workload by automatically validating and deploying AWS CloudFormation stacks into a pre-production and production environment across a primary and secondary AWS Region.
Deploy a solution that helps make it easier to set up a multi-region architecture and ensure consistency of a workload by automatically validating and deploying AWS CloudFormation stacks into a pre-production and production environment across a primary and secondary AWS Region.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/multi-region-infrastructure-deployment-diagram.35e781abae7b02e82b57e1689618a4f6373a32c7.png

Links:
- aws.amazon.com/solutions/multi-region-infrastructure-deployment
GitHub Enterprise
Deploys GitHub Enterprise, an integrated platform for continuous integration and development, a non-linear workflow for collaboration, and in-depth monitoring and auditing for administrators.
Deploys GitHub Enterprise, an integrated platform for continuous integration and development, a non-linear workflow for collaboration, and in-depth monitoring and auditing for administrators.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/github-enterprise-architecture-on-aws.53b007319e6b221d3a44a6806bb1fe14320e629a.png

Links:
- aws.amazon.com/quickstart/architecture/github-enterprise
Git webhooks
Deploys HTTPS endpoints and AWS Lambda functions for implementing webhooks, to enable event-driven integration between Git services and AWS.
Deploys HTTPS endpoints and AWS Lambda functions for implementing webhooks, to enable event-driven integration between Git services and AWS.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/git-to-s3-webhooks-architecture-on-aws.68fded49a365a88319e4e5612f9d5aa23700c56c.png

Links:
- aws.amazon.com/quickstart/architecture/git-to-s3-using-webhooks
Chef Automate
Deploys Chef Automate, for managing application and infrastructure changes and automation with cookbooks, policies, and metadata.
Deploys Chef Automate, for managing application and infrastructure changes and automation with cookbooks, policies, and metadata.

Source: https://docs.aws.amazon.com/quickstart/latest/chef-automate/images/chef-automate-architecture-on-aws.png

Links:
- docs.aws.amazon.com/quickstart/latest/chef-automate/welcome.html
CI/CD pipeline for AWS CloudFormation templates
Use AWS TaskCat, AWS CodePipeline, and AWS CodeBuild to test and deploy your templates
Deploys a pipeline to automatically test AWS CloudFormation templates from a GitHub repository. Includes AWS TaskCat for testing, AWS CodePipeline for continuous integration, and AWS CodeBuild as the build service.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/cicd-taskcat-pipeline.9f41c290e6636774f3c92a1dad55350e14d5cf52.png

Links:
- aws.amazon.com/quickstart/architecture/cicd-taskcat
.NET CI/CD
Deploys a .NET continuous integration (CI) and continuous delivery (CD) pipeline for handling .NET applications.
Deploys a .NET continuous integration (CI) and continuous delivery (CD) pipeline for handling .NET applications.

Source: https://d1.awsstatic.com/partner-network/QuickStart/dotnet-serverless-cicd-architecture.9b8b79495a3372cf4133ec2a52e8de77c0a4fc7e.png

Links:
- aws.amazon.com/quickstart/architecture/dotnet-cicd-on-aws

DevOps on [Azure] (19)

CI/CD for Containers
Containers make it easy for you to continuously build and deploy your applications. By orchestrating deployment of those containers using Kubernetes in Azure Kubernetes Service (AKS), you can achieve replicable, manageable clusters of containers.
Containers make it easy for you to continuously build and deploy your applications. By orchestrating deployment of those containers using Kubernetes in Azure Kubernetes Service (AKS), you can achieve replicable, manageable clusters of containers.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/cicd-for-containers.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/cicd-for-containers
Container CI/CD using Jenkins and Kubernetes on Azure Kubernetes Service (AKS)
Containers make it easy for you to continuously build and deploy applications. By orchestrating the deployment of those containers using Azure Kubernetes Service (AKS), you can achieve replicable, manageable clusters of containers.
Containers make it easy for you to continuously build and deploy applications. By orchestrating the deployment of those containers using Azure Kubernetes Service (AKS), you can achieve replicable, manageable clusters of containers.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/container-cicd-using-jenkins-and-kubernetes-on-azure-container-service.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/container-cicd-using-jenkins-and-kubernetes-on-azure-container-service
CI/CD for Azure Web Apps
Azure Web Apps is a fast and simple way to create web apps using ASP.NET, Java, Node.js, or PHP. Deliver value faster to your customers with a continuous integration and continuous deployment (CI/CD) pipeline that pushes each of your changes automatically to Web Apps.
Azure Web Apps is a fast and simple way to create web apps using ASP.NET, Java, Node.js, or PHP. Deliver value faster to your customers with a continuous integration and continuous deployment (CI/CD) pipeline that pushes each of your changes automatically to Web Apps.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/azure-devops-continuous-integration-and-continuous-deployment-for-azure-web-apps.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/azure-devops-continuous-integration-and-continuous-deployment-for-azure-web-apps
MLOps for Python models using Azure Machine Learning
Implement continuous integration (CI), continuous delivery (CD), and retraining for Azure Machine Learning.
Implement continuous integration (CI), continuous delivery (CD), and retraining for Azure Machine Learning.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/_images/ml-ops-python.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/mlops-python
CI/CD pipeline for container-based workloads
Build a DevOps pipeline for a Node.js web app with Jenkins, Azure Container Registry, Azure Kubernetes Service, Cosmos DB, and Grafana.
Build a DevOps pipeline for a Node.js web app with Jenkins, Azure Container Registry, Azure Kubernetes Service, Cosmos DB, and Grafana.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/devops-with-aks.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/devops-with-aks
Secure DevOps for AKS
Implementing secure DevOps with Kubernetes on Azure, you can achieve the balance between speed and security and deliver code faster at scale.
Implementing secure DevOps with Kubernetes on Azure, you can achieve the balance between speed and security and deliver code faster at scale.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/secure-devops-for-kubernetes.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/secure-devops-for-kubernetes
Build a CI/CD pipeline for chatbots with ARM templates
Use Azure Pipelines with ARM templates to set up a CI/CD pipeline to Azure App Service and Azure Bot Service for a chatbot app.
Use Azure Pipelines with ARM templates to set up a CI/CD pipeline to Azure App Service and Azure Bot Service for a chatbot app.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/devops-cicd-chatbot.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/devops-cicd-chatbot
CI/CD for Azure VMs
Azure is a world-class cloud for hosting virtual machines running Windows or Linux. Whether you use ASP.NET, Java, Node.js, or PHP to develop applications, you'll need a continuous integration and continuous deployment (CI/CD) pipeline to push changes to these virtual machines automatically.
Azure is a world-class cloud for hosting virtual machines running Windows or Linux. Whether you use ASP.NET, Java, Node.js, or PHP to develop applications, you'll need a continuous integration and continuous deployment (CI/CD) pipeline to push changes to these virtual machines automatically.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/cicd-for-azure-vms.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/cicd-for-azure-vms
Dev-Test deployment for testing IaaS solutions
This architecture represents how to configure your infrastructure for development and testing of a standard IaaS-based SaaS system.
This architecture represents how to configure your infrastructure for development and testing of a standard IaaS-based SaaS system.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/dev-test-iaas.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/dev-test-iaas
Dev-Test deployment for testing PaaS solutions
This architecture represents how to configure your infrastructure for development and testing of a standard PaaS-style system.
This architecture represents how to configure your infrastructure for development and testing of a standard PaaS-style system.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/dev-test-paas.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/dev-test-paas
Dev-Test deployment for testing microservice solutions
This architecture represents how to configure your infrastructure for development and testing of a microservices-based system.
This architecture represents how to configure your infrastructure for development and testing of a microservices-based system.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/dev-test-microservice.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/dev-test-microservice
DevOps in a hybrid environment
The tools provided in Azure allow for the implementation of a DevOps strategy that capably manages both cloud and on-premises environments in tandem.
The tools provided in Azure allow for the implementation of a DevOps strategy that capably manages both cloud and on-premises environments in tandem.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/devops-in-a-hybrid-environment.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/devops-in-a-hybrid-environment
DevSecOps in Azure
DevSecOps involves utilizing security best practices from the beginning of development, shifting the focus on security away from auditing at the end and towards development in the beginning
DevSecOps involves utilizing security best practices from the beginning of development, shifting the focus on security away from auditing at the end and towards development in the beginning

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/devsecops-in-azure.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/devsecops-in-azure
DevTest Image Factory
Create, maintain, and distribute custom images with the DevTest Image Factory, an automated image development and management solution from Azure DevTest Labs.
Create, maintain, and distribute custom images with the DevTest Image Factory, an automated image development and management solution from Azure DevTest Labs.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/dev-test-image-factory.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/dev-test-image-factory
Immutable Infrastructure CI/CD using Jenkins and Terraform on Azure Virtual Architecture overview
Azure is a world-class cloud for hosting virtual machines running Windows or Linux. Whether you use Java, Node.js, Go, or PHP to develop your applications, you'll need a continuous integration and continuous deployment (CI/CD) pipeline to push changes to these virtual machines automatically.
Azure is a world-class cloud for hosting virtual machines running Windows or Linux. Whether you use Java, Node.js, Go, or PHP to develop your applications, you'll need a continuous integration and continuous deployment (CI/CD) pipeline to push changes to these virtual machines automatically.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/immutable-infrastructure-cicd-using-jenkins-and-terraform-on-azure-virtual-architecture-overview.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/immutable-infrastructure-cicd-using-jenkins-and-terraform-on-azure-virtual-architecture-overview
Java CI/CD using Jenkins and Azure Web Apps
Azure App Service is a fast and simple way to create web apps using Java, Node, PHP or ASP.NET, as well as support for custom language runtimes using Docker. A continuous integration and continuous deployment (CI/CD) pipeline that pushes each of your changes automatically to Azure app services allows you to deliver value faster to your customers.
Azure App Service is a fast and simple way to create web apps using Java, Node, PHP or ASP.NET, as well as support for custom language runtimes using Docker. A continuous integration and continuous deployment (CI/CD) pipeline that pushes each of your changes automatically to Azure app services allows you to deliver value faster to your customers.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/java-cicd-using-jenkins-and-azure-web-apps.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/java-cicd-using-jenkins-and-azure-web-apps
Run a Jenkins server on [Azure]
Recommended architecture that shows how to deploy and operate a scalable, enterprise-grade Jenkins server on Azure secured with single sign-on (SSO).
Recommended architecture that shows how to deploy and operate a scalable, enterprise-grade Jenkins server on Azure secured with single sign-on (SSO).

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/media/architecture-jenkins.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/jenkins
SharePoint Farm for Development Testing
Learn how to deploy a SharePoint farm for use as a development testing environment with a step-by-step flowchart from Azure.
Learn how to deploy a SharePoint farm for use as a development testing environment with a step-by-step flowchart from Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/sharepoint-farm-devtest.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/sharepoint-farm-devtest
Design a CI/CD pipeline using Azure DevOps
Build and release a .NET app to Azure Web Apps using Azure DevOps.
Build and release a .NET app to Azure Web Apps using Azure DevOps.

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/media/architecture-devops-dotnet-webapp.svg

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/devops-dotnet-webapp

DevOps on [Google Cloud] (4)

Developer Tools

Developer Tools on [AWS] (2)

Distributed Load Testing on [AWS]
Deploy a solution that provisions the products and services necessary to automate application load testing.
Deploy a solution that provisions the products and services necessary to automate application load testing.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/distributed-load-testing-on-aws-architecture.f4325edc7552df2a3977d67c491b330819e52e9f.png

Links:
- aws.amazon.com/solutions/distributed-load-testing-on-aws
[AWS] Cloud9 cloud-based IDE
Deploys an integrated development environment that allows developers to run and debug code from a browser, while sharing their environment with their team.
Deploys an integrated development environment that allows developers to run and debug code from a browser, while sharing their environment with their team.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/aws-cloud9-on-aws-architecture-diagram.607e4cfb4a510865eb1de6c4533caa2eb490ad60.png

Links:
- aws.amazon.com/quickstart/architecture/aws-cloud9-ide/

Developer Tools on [Azure] (10)

Serverless apps using Cosmos DB
Use Azure Functions and Azure Cosmos DB to build globally distributed, scalable serverless applications.
Use Azure Functions and Azure Cosmos DB to build globally distributed, scalable serverless applications.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/serverless-apps-using-cosmos-db.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/serverless-apps-using-cosmos-db
Streaming using HDInsight
Ingest and process millions of streaming events per second with Apache Kafka, Apache Storm, and Apache Spark Streaming.
Ingest and process millions of streaming events per second with Apache Kafka, Apache Storm, and Apache Spark Streaming.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/streaming-using-hdinsight.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/streaming-using-hdinsight
Event-based cloud automation
Recommended architecture for implementing cloud automation using serverless technologies.
Recommended architecture for implementing cloud automation using serverless technologies.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/serverless/_images/cloud-automation.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/serverless/cloud-automation
Microservices architecture on Azure Service Fabric
Deploy a microservices architecture on Azure Service Fabric
Deploy a microservices architecture on Azure Service Fabric

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/microservices/_images/ra-sf-arch.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/microservices/service-fabric
Serverless application architectures using Event Grid
Event Grid connects data sources and event handlers. For example, use Event Grid to instantly trigger a serverless function to run image analysis each time a new photo is added to a blob storage container.
Event Grid connects data sources and event handlers. For example, use Event Grid to instantly trigger a serverless function to run image analysis each time a new photo is added to a blob storage container.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/serverless-application-architectures-using-event-grid.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/serverless-application-architectures-using-event-grid
Serverless event processing
Reference architecture for serverless event ingestion and processing using Azure Functions.
Reference architecture for serverless event ingestion and processing using Azure Functions.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/serverless/_images/serverless-event-processing.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/serverless/event-processing
Serverless Computing Solution for LOB Apps
The solution demonstrates a business process for customer onboarding. This serverless architecture enables you to build and run applications without having to worry about the underlying infrastructure and the associated management and maintenance. By using it, you can dramatically improve developer productivity.
The solution demonstrates a business process for customer onboarding. This serverless architecture enables you to build and run applications without having to worry about the underlying infrastructure and the associated management and maintenance. By using it, you can dramatically improve developer productivity.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/onboarding-customers-with-a-cloud-native-serverless-architecture.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/onboarding-customers-with-a-cloud-native-serverless-architecture
Using Service Fabric to decompose applications
Decompose a large monolithic application into microservices.
Decompose a large monolithic application into microservices.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/service-fabric-microservices.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/service-fabric-microservices
Task-Based Consumer Mobile App
Learn how the task-based consumer mobile app architecture is created with a step-by-step flow chart that shows the integration with Azure App Service Mobile Apps, Visual Studio, and Xamarin to simplify the build process.
Learn how the task-based consumer mobile app architecture is created with a step-by-step flow chart that shows the integration with Azure App Service Mobile Apps, Visual Studio, and Xamarin to simplify the build process.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/task-based-consumer-mobile-app.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/task-based-consumer-mobile-app
Serverless web application
Recommended architecture for a serverless web application and web API.
Recommended architecture for a serverless web application and web API.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/serverless/_images/serverless-web-app.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/serverless/web-app

Media

Media on [AWS] (10)

Media Services Application Mapper
Deploy a solution that displays the logical connections between media services, visualizes error messages and counts, and produces a list of confidence-ranked root causes for problematic workflows.
Deploy a solution that displays the logical connections between media services, visualizes error messages and counts, and produces a list of confidence-ranked root causes for problematic workflows.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/media-services-application-mapper-architecture.ac2b8df59d865c0f2047a8e3e1848ed469bfe6ca.png

Links:
- aws.amazon.com/solutions/media-services-application-mapper
Live Streaming with Automated Multi-Language Subtitling
Deploy a solution that automatically generates multi-language subtitles for live streaming video content in real time.
Deploy a solution that automatically generates multi-language subtitles for live streaming video content in real time.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/live-streaming-with-automated-multi-language-subtitling-architecture.2d687e70e60e01c07d5f1858fc1bda41119b03fb.png

Links:
- aws.amazon.com/solutions/implementations/live-streaming-with-automated-multi-language-subtitling
Media Analysis Solution
Learn how to use serverless, AWS-native artificial intelligence services to automatically extract valuable metadata from your media files.
Learn how to use serverless, AWS-native artificial intelligence services to automatically extract valuable metadata from your media files.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/media-services-application-mapper-architecture.ac2b8df59d865c0f2047a8e3e1848ed469bfe6ca.png

Links:
- aws.amazon.com/solutions/implementations/media-analysis-solution
Media2Cloud
Learn how to quickly and seamlessly extract key details from your media files in your AWS accounts without machine learning expertise.
Learn how to quickly and seamlessly extract key details from your media files in your AWS accounts without machine learning expertise.

Source: https://d1.awsstatic.com/aws-answers/answers-images/media2cloud-architecture.41eab4813d5395b4272c194a17fc1f104cb2dbbf.png

Links:
- aws.amazon.com/solutions/media2cloud
Live Streaming on [AWS]
Build a highly resilient and scalable architecture that delivers your live streaming video content worldwide.
Build a highly resilient and scalable architecture that delivers your live streaming video content worldwide.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/live-streaming-on-aws-architecture.af9074fc8bcad35d6b708002ff97d956f9d36284.png

Links:
- aws.amazon.com/solutions/live-streaming-on-aws/
Video on Demand on [AWS]
Deploy a solution that automatically provisions the services necessary to build a scalable, distributed architecture that ingests, stores, processes, and delivers video content.
Deploy a solution that automatically provisions the services necessary to build a scalable, distributed architecture that ingests, stores, processes, and delivers video content.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/video-on-demand-architecture.ebf6dfdcb2ea1122c65f37cd94cec71391d0062b.png

Links:
- aws.amazon.com/solutions/implementations/video-on-demand-on-aws/
Visual effects burst rendering framework
Deploys an example Linux architecture for visual effects (VFX) burst rendering on AWS, using content security recommendations from ISE and AWS.
Deploys an example Linux architecture for visual effects (VFX) burst rendering on AWS, using content security recommendations from ISE and AWS.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/vfx-burst-rendering-with-ise-on-aws.cfc8a7446f142262bda8ba854fba918fa01c68c4.png

Links:
- aws.amazon.com/quickstart/architecture/vfx-burst-rendering-framework/
Serverless Image Handler
Deploy a solution that combines highly available, trusted AWS services and the open source image processing suite Thumbor to enable fast and cost-effective image manipulation in the AWS Cloud.
Deploy a solution that combines highly available, trusted AWS services and the open source image processing suite Thumbor to enable fast and cost-effective image manipulation in the AWS Cloud.

Source: https://d1.awsstatic.com/aws-answers/answers-images/serverless-image-handler-architecture.043b4d76d253e5fe669791a85558b9908748e27b.png

Links:
- aws.amazon.com/solutions/implementations/serverless-image-handler
A computer-aided engineering service
Provide a software-as-a-service (SaaS) platform for computer-aided engineering (CAE) on Azure.
Provide a software-as-a-service (SaaS) platform for computer-aided engineering (CAE) on Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/hpc-saas.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/hpc-saas
Running CFD simulations
Execute computational fluid dynamics (CFD) simulations on Azure.
Execute computational fluid dynamics (CFD) simulations on Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/hpc-cfd.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/hpc-cfd

Media on [Azure] (6)

Digital image-based modeling on [Azure]
Accelerate digital image-based modeling on Azure using Avere and Agisoft PhotoScan
Accelerate digital image-based modeling on Azure using Avere and Agisoft PhotoScan

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/media/architecture-image-modeling.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/image-modeling
Instant Broadcasting on Serverless Architecture
Simplify one-to-many real-time communication and updates using serverless code
Simplify one-to-many real-time communication and updates using serverless code

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/instant-broadcasting-on-serverless-architecture.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/instant-broadcasting-on-serverless-architecture
Live streaming digital media
A live streaming solution allows you to capture video in real-time and broadcast it to consumers in real time, such as streaming interviews, conferences, and sporting events online.
A live streaming solution allows you to capture video in real-time and broadcast it to consumers in real time, such as streaming interviews, conferences, and sporting events online.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/digital-media-live-stream.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/digital-media-live-stream
Video-on-demand digital media
A basic video-on-demand solution that gives you the capability to stream recorded video content such as movies, news clips, sports segments, training videos, and customer support tutorials to any video-capable endpoint device, mobile application, or desktop browser. Video files are uploaded to Azure Blob storage, encoded to a multi-bitrate standard format, and then distributed via all major adaptive bit-rate streaming protocols (HLS, MPEG-DASH, Smooth) to the Azure Media Player client.
A basic video-on-demand solution that gives you the capability to stream recorded video content such as movies, news clips, sports segments, training videos, and customer support tutorials to any video-capable endpoint device, mobile application, or desktop browser. Video files are uploaded to Azure Blob storage, encoded to a multi-bitrate standard format, and then distributed via all major adaptive bit-rate streaming protocols (HLS, MPEG-DASH, Smooth) to the Azure Media Player client.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/digital-media-video.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/digital-media-video
Media Rendering - HPC Solution Architecture
Optimize the media rendering process with a step-by-step HPC solution architecture from Azure that combines Azure CycleCloud and Avere vFXT.
Optimize the media rendering process with a step-by-step HPC solution architecture from Azure that combines Azure CycleCloud and Avere vFXT.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/azure-batch-rendering.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/azure-batch-rendering
3D video rendering
Run native HPC workloads in Azure using the Azure Batch service.
Run native HPC workloads in Azure using the Azure Batch service.

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/media/architecture-video-rendering.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/video-rendering

Media on [Google Cloud] (5)

AI + Machine Learning

AI + Machine Learning on [AWS] (10)

AI-Driven Social Media Dashboard
Deploy a solution that captures multi-language tweets in near real-time, translates them, and stores both the raw and enriched datasets durably in a data lake.
Deploy a solution that captures multi-language tweets in near real-time, translates them, and stores both the raw and enriched datasets durably in a data lake.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/ai-driven-social-media-dashboard-architecture.176bd7812a9462c6e8dd7dcdcd09f91dd428eb69.png

Links:
- aws.amazon.com/solutions/implementations/ai-driven-social-media-dashboard/
Predictive Maintenance Using Machine Learning
Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/predictive-maintenance-using-machine-learning.ed216e0324f362ba1731766e402db4413c7d69a9.png

Links:
- aws.amazon.com/solutions/predictive-maintenance-using-machine-learning
AI-Powered Health Data Masking
Helps healthcare organizations identify and mask health data in images or text.
The AI-Powered Health Data Masking solution helps healthcare organizations identify and mask health data in images or text. This solution uses Amazon Comprehend Medical to detect health data in a body of text, Amazon Rekognition to identify text in an image, Amazon API Gateway and AWS Lambda to provide an API interface for this functionality, and AWS Identity and Access Management (IAM) to authorize API requests.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/ai-powered-health-data-masking-architecture.8a652266f38a0178a90cff661d6c2da1cf2873a8.png

Links:
- aws.amazon.com/solutions/ai-powered-health-data-masking
Analyzing Text with Amazon Elasticsearch Service and Amazon Comprehend
An automated reference implementation that deploys a cost-effective, end-to-end solution for extracting meaningful insights from unstructured data such as customer calls, support tickets, and online customer feedback.
Analyzing Text with Amazon Comprehend and Amazon Elasticsearch Service is an automated reference implementation that deploys a cost-effective, end-to-end solution for extracting meaningful insights from unstructured data such as customer calls, support tickets, and online customer feedback. The solution leverages Amazon Comprehend, a natural language processing (NLP) service that uses machine learning for text analysis, and Amazon Elasticsearch Service (Amazon ES) for indexing and analyzing unstructured text.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/analyzing-text-amazon-es-architecture.e54a0d039be19756a9b68dd26d577ff8b80001af.png

Links:
- aws.amazon.com/solutions/analyzing-text-with-amazon-elasticsearch-service-and-amazon-comprehend
Fraud Detection Using Machine Learning
Deploys a machine learning (ML) model and an example dataset of credit card transactions to train the model to recognize fraud patterns.
Fraud Detection Using Machine Learning deploys a machine learning (ML) model and an example dataset of credit card transactions to train the model to recognize fraud patterns. The model is self-learning which enables it to adapt to new, unknown fraud patterns.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/fraud-detection-using-machine-learning-architecture.94035b99570a2e08f87d0180e2510a5bbdf4eba8.png

Links:
- aws.amazon.com/solutions/fraud-detection-using-machine-learning
Predictive User Engagement
Deploy a solution that automates the process of making predictive recommendations based on user activity in Amazon Personalize, and updating Amazon Pinpoint endpoints with those recommendations.
Deploy a solution that automates the process of making predictive recommendations based on user activity in Amazon Personalize, and updating Amazon Pinpoint endpoints with those recommendations.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/predictive-user-engagement-architecture.7e3bdd3b55e962e74e3c638f68fc0e88beb98c3a.png

Links:
- aws.amazon.com/solutions/predictive-user-engagement
Machine Learning for Telecommunication
A scalable, customizable machine learning (ML) architecture that provides a framework for an end-to-end ML process including ad-hoc data exploration, data processing and feature engineering, and model training and evaluation.
Machine Learning for Telecommunication deploys a scalable, customizable machine learning (ML) architecture that provides a framework for an end-to-end ML process including ad-hoc data exploration, data processing and feature engineering, and model training and evaluation.

The solution also includes a synthetic telecom IP Data Record (IPDR) dataset to demonstrate how to use ML algorithms to test and train models for predictive analysis in telecommunication. You can use the included Jupyter notebooks as a starting point to develop your own custom ML models, or you can customize the included notebooks for your own use case.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/machine-learning-for-telecommunication-architecture.2c9951ab961539b0a8e6dabe4181ef20338fca90.png

Links:
- aws.amazon.com/solutions/machine-learning-for-telecommunication
Auto Check-In App
Provisions the products and services necessary to configure facial comparison and search for event check-in.
The Auto Check-In App automatically provisions the products and services necessary to configure facial comparison and search for event check-in. As part of your event check-in process, you take a picture of event attendees, and the solution sends them to Amazon Rekognition where the images are verified against a pre-registered attendee face collection.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/auto-check-in-app-architecture.8baa84b79c2294d035c7b9cee323d7c9ba53a43a.png

Links:
- aws.amazon.com/solutions/auto-check-in-app
Predictive Segmentation Using Amazon Pinpoint and Amazon SageMaker
Combines Amazon Pinpoint with Amazon SageMaker to help automate the process of collecting customer data, predicting customer churn using ML, and maintaining a tailored audience segment for messaging.
This solution combines Amazon Pinpoint with Amazon SageMaker to help automate the process of collecting customer data, predicting customer churn using ML, and maintaining a tailored audience segment for messaging.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/predictive-segmentation-using-amazon-pintpoint-and-amazon-sagemaker-architecture.26596e3a9c0c1a59dea4dd61a3f1a596e5e7d82a.png

Links:
- aws.amazon.com/solutions/predictive-segmentation-using-amazon-pinpoint-and-amazon-sagemaker
AI Powered Speech Analytics for Amazon Connect
Provides customer insights in real time, and helps agents and supervisors better understand and respond to customer needs so they can resolve customer issues and improve the overall customer experience.
The AI Powered Speech Analytics for Amazon Connect solution provides customer insights in real time, and helps agents and supervisors better understand and respond to customer needs so they can resolve customer issues and improve the overall customer experience. The solution includes pre-trained AWS artificial intelligence (AI) services that enable customers to transcribe, translate, and analyze each customer interaction in Amazon Connect, and presents this information to assist contact center agents during their conversations.

The solution combines Amazon Transcribe to perform real-time speech recognition and create a high-quality text transcription of each call into text; Amazon Comprehend to analyze the interaction, detect the sentiment of the caller, and identify keywords and phrases in the conversation; and Amazon Translate to translate the conversation into an agent’s preferred language. You can use the transcribed information with your knowledge management and customer relationship management (CRM) systems to suggest responses or recommended solutions to better respond to the caller's needs.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/ai-powered-speech-amazon-connect-architecture.5147218f4227eff01cc7e0be0f91eb5423145349.png

Links:
- aws.amazon.com/solutions/ai-powered-speech-analytics-for-amazon-connect

AI + Machine Learning on [Azure] (43)

AI at the Edge with Azure Stack
Move AI models to the edge with a solution architecture that includes Azure Stack.
Move AI models to the edge with a solution architecture that includes Azure Stack.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/ai-at-the-edge.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/ai-at-the-edge
AI at the Edge with Azure Stack - disconnected
Move AI models to the edge with a solution architecture that includes Azure Stack. A step-by-step workflow will help you harness the power of edge AI when disconnected from the internet.
Move AI models to the edge with a solution architecture that includes Azure Stack. A step-by-step workflow will help you harness the power of edge AI when disconnected from the internet.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/ai-at-the-edge-disconnected.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/ai-at-the-edge-disconnected
Auditing, risk, and compliance management
Developers could use knowledge mining to help attorneys quickly identify entities of importance from discovery documents and flag important ideas across documents
Developers could use knowledge mining to help attorneys quickly identify entities of importance from discovery documents and flag important ideas across documents

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/auditing-and-risk-compliance.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/auditing-and-risk-compliance
Batch scoring for deep learning models
This reference architecture shows how to apply neural style transfer to a video, using Azure Machine Learning.
This reference architecture shows how to apply neural style transfer to a video, using Azure Machine Learning.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/_images/aml-scoring-deep-learning.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/batch-scoring-deep-learning
Batch scoring of Python models on [Azure]
Build a scalable solution for batch scoring models on a schedule in parallel using Azure Machine Learning.
Build a scalable solution for batch scoring models on a schedule in parallel using Azure Machine Learning.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/_images/batch-scoring-python.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/batch-scoring-python
Batch scoring with R Models on [Azure]
Perform batch scoring with R models using Azure Batch and a data set based on retail store sales forecasting.
Perform batch scoring with R models using Azure Batch and a data set based on retail store sales forecasting.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/_images/batch-scoring-r-models.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/batch-scoring-r-models
Build a Real-time Recommendation API on [Azure]
Use machine learning to automate recommendations using Azure Databricks and Azure Data Science Virtual Machines (DSVM) to train a model on Azure.
Use machine learning to automate recommendations using Azure Databricks and Azure Data Science Virtual Machines (DSVM) to train a model on Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/_images/recommenders-architecture.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/real-time-recommendation
Build an enterprise-grade conversational bot
How to build an enterprise-grade conversational bot (chatbot) using the Azure Bot Framework.
How to build an enterprise-grade conversational bot (chatbot) using the Azure Bot Framework.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/_images/conversational-bot.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/conversational-bot
Business Process Management
In industries where bidding competition is fierce, or when the diagnosis of a problem must be quick or in near real-time, companies can use knowledge mining to avoid costly mistakes
In industries where bidding competition is fierce, or when the diagnosis of a problem must be quick or in near real-time, companies can use knowledge mining to avoid costly mistakes

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/business-process-management.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/business-process-management
Commerce Chatbot
Together, the Azure Bot Service and Language Understanding service enable developers to create conversational interfaces for various scenarios like banking, travel, and entertainment. For example, a hotel's concierge can use a bot to enhance traditional e-mail and phone call interactions by validating a customer via Azure Active Directory and using Cognitive Services to better contextually process customer requests using text and voice. The Speech recognition service can be added to support voice commands.
Together, the Azure Bot Service and Language Understanding service enable developers to create conversational interfaces for various scenarios like banking, travel, and entertainment. For example, a hotel's concierge can use a bot to enhance traditional e-mail and phone call interactions by validating a customer via Azure Active Directory and using Cognitive Services to better contextually process customer requests using text and voice. The Speech recognition service can be added to support voice commands.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/commerce-chatbot.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/commerce-chatbot
Content Research
Knowledge mining with a search index makes it easy for customers and employees to locate what they are looking for faster.
Knowledge mining with a search index makes it easy for customers and employees to locate what they are looking for faster.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/content-research.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/content-research
Contract Management
Knowledge mining can help organizations to scour thousands of pages of sources to create an accurate bid.
Knowledge mining can help organizations to scour thousands of pages of sources to create an accurate bid.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/contract-management.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/contract-management
Customer Churn Prediction
Customer Churn Prediction uses Cortana Intelligence Suite components to predict churn probability and helps find patterns in existing data associated with the predicted churn rate.
Customer Churn Prediction uses Cortana Intelligence Suite components to predict churn probability and helps find patterns in existing data associated with the predicted churn rate.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/customer-churn-prediction.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/customer-churn-prediction
Customer Feedback and Analytics
Knowledge mining can help customer support teams quickly find the right answer for a customer inquiry or assess customer sentiment at scale.
Knowledge mining can help customer support teams quickly find the right answer for a customer inquiry or assess customer sentiment at scale.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/customer-feedback-and-analytics.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/customer-feedback-and-analytics
Digital Asset Management
Knowledge mining through a search index makes it easy for end customers and employees to locate what they are looking for faster.
Knowledge mining through a search index makes it easy for end customers and employees to locate what they are looking for faster.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/digital-asset-management.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/digital-asset-management
Distributed training of deep learning models on [Azure]
This reference architecture shows how to conduct distributed training of deep learning models across clusters of GPU-enabled VMs using Azure Machine Learning.
This reference architecture shows how to conduct distributed training of deep learning models across clusters of GPU-enabled VMs using Azure Machine Learning.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/_images/distributed_dl_architecture.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/training-deep-learning
Enterprise Productivity Chatbot
Azure Bot Service can be easily combined with Language Understanding to build powerful enterprise productivity bots, allowing organizations to streamline common work activities by integrating external systems, such as Office 365 calendar, customer cases stored in Dynamics CRM and much more.
Azure Bot Service can be easily combined with Language Understanding to build powerful enterprise productivity bots, allowing organizations to streamline common work activities by integrating external systems, such as Office 365 calendar, customer cases stored in Dynamics CRM and much more.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/enterprise-productivity-chatbot.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/enterprise-productivity-chatbot
FAQ Chatbot with data champion model
The QnA Maker tool makes it super easy for the content owners to maintain their knowledge base of QnAs. Combined with Bot Service and LUIS, it's easy to setup an FAQ chatbot which responds from differnet knowledge bases depending on the intent of the query.
The QnA Maker tool makes it super easy for the content owners to maintain their knowledge base of QnAs. Combined with Bot Service and LUIS, it's easy to setup an FAQ chatbot which responds from differnet knowledge bases depending on the intent of the query.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/faq-chatbot-with-data-champion-model.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/faq-chatbot-with-data-champion-model
Image classification on [Azure]
Build image processing into your Azure applications.
Build image processing into your Azure applications.

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/ai/media/architecture-intelligent-apps-image-processing.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/ai/intelligent-apps-image-processing
Image classification with Convolutional Neural Networks
Explore transfer learning, convolutional neural networks, and gradient-boosting decision tree algorithms.
Explore transfer learning, convolutional neural networks, and gradient-boosting decision tree algorithms.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/image-classification-with-convolutional-neural-networks.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/image-classification-with-convolutional-neural-networks
Information Chatbot
This Informational Bot can answer questions defined in a knowledge set or FAQ using Cognitive Services QnA Maker and answer more open-ended questions using Azure Cognitive Search.
This Informational Bot can answer questions defined in a knowledge set or FAQ using Cognitive Services QnA Maker and answer more open-ended questions using Azure Cognitive Search.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/information-chatbot.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/information-chatbot
Information discovery with deep learning and NLP
See how deep learning and natural language processing can be used effectively with the Microsoft AI platform.
See how deep learning and natural language processing can be used effectively with the Microsoft AI platform.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/information-discovery-with-deep-learning-and-nlp.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/information-discovery-with-deep-learning-and-nlp
Interactive Voice Response Bot
This solution creates an intelligent interactive voice response (IVR) application that processes customer order requests for bicycles and bicycle accessories. Businesses with no existing IVR solution can easily get started automating requests, or, where existing human-operated systems exist, this solution can be extended to incorporate existing functionality and workflows.
This solution creates an intelligent interactive voice response (IVR) application that processes customer order requests for bicycles and bicycle accessories. Businesses with no existing IVR solution can easily get started automating requests, or, where existing human-operated systems exist, this solution can be extended to incorporate existing functionality and workflows.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/interactive-voice-response-bot.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/interactive-voice-response-bot
Keyword search/speech-to-text/OCR digital media
A speech-to-text solution allows you to identify speech in static video files so you can manage it as standard content, such as allowing employees to search within training videos for spoken words or phrases, and then enabling them to quickly navigate to the specific moment in the video.
A speech-to-text solution allows you to identify speech in static video files so you can manage it as standard content, such as allowing employees to search within training videos for spoken words or phrases, and then enabling them to quickly navigate to the specific moment in the video.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/digital-media-speech-text.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/digital-media-speech-text
Machine Learning model training with AKS
Machine Learning with AKS
Machine Learning with AKS

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/machine-learning-with-aks.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/machine-learning-with-aks
Movie recommendations on [Azure]
Use machine learning to automate movie, product, and other recommendations using machine learning and an Azure Data Science Virtual Machine (DSVM) to train a model on Azure.
Use machine learning to automate movie, product, and other recommendations using machine learning and an Azure Data Science Virtual Machine (DSVM) to train a model on Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/ai/media/architecture-movie-recommender.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/ai/movie-recommendations
Personalized Offers
In today's highly competitive and connected environment, modern businesses can no longer survive with generic, static online content. Furthermore, marketing strategies using traditional tools are often expensive, hard to implement, and do not produce the desired return on investment. These systems often fail to take full advantage of the data collected to create a more personalized experience for the user.
In today's highly competitive and connected environment, modern businesses can no longer survive with generic, static online content. Furthermore, marketing strategies using traditional tools are often expensive, hard to implement, and do not produce the desired return on investment. These systems often fail to take full advantage of the data collected to create a more personalized experience for the user.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/personalized-offers.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/personalized-offers
Personalized marketing solutions
Find essential technology to market your products with personalized offers. Individualize your marketing for greater customer response using big-data insights.
Find essential technology to market your products with personalized offers. Individualize your marketing for greater customer response using big-data insights.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/personalized-marketing.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/personalized-marketing
Population Health Management for Healthcare
Population Health Management is an important tool that is increasingly being used by health care providers to manage and control the escalating costs. The crux of Population Health Management is to use data to improve health outcomes. Tracking, monitoring, and bench marking are the three bastions of Population Health Management, aimed at improving clinical and health outcomes while managing and reducing cost.
Population Health Management is an important tool that is increasingly being used by health care providers to manage and control the escalating costs. The crux of Population Health Management is to use data to improve health outcomes. Tracking, monitoring, and bench marking are the three bastions of Population Health Management, aimed at improving clinical and health outcomes while managing and reducing cost.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/population-health-management-for-healthcare.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/population-health-management-for-healthcare
Predictive Insights with Vehicle Telematics
Learn how car dealerships, manufacturers, and insurance companies can use Microsoft Azure to gain predictive insights on vehicle health and driving habits.
Learn how car dealerships, manufacturers, and insurance companies can use Microsoft Azure to gain predictive insights on vehicle health and driving habits.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/predictive-insights-with-vehicle-telematics.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/predictive-insights-with-vehicle-telematics
Predictive Maintenance
This Predictive Maintenance solution monitors aircraft and predicts the remaining useful life of aircraft engine components.
This Predictive Maintenance solution monitors aircraft and predicts the remaining useful life of aircraft engine components.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/predictive-maintenance.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/predictive-maintenance
Real-time scoring of Python models
This reference architecture shows how to deploy Python models as web services on Azure to make real-time predictions.
This reference architecture shows how to deploy Python models as web services on Azure to make real-time predictions.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/realtime-scoring-python.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/realtime-scoring-python
Real-time scoring of R machine learning models
Implement a real-time prediction service in R using Machine Learning Server running in Azure Kubernetes Service (AKS).
Implement a real-time prediction service in R using Machine Learning Server running in Azure Kubernetes Service (AKS).

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/realtime-scoring-r.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/realtime-scoring-r
Scalable personalization on [Azure]
Use machine learning to automate content-based personalization for customers.
Use machine learning to automate content-based personalization for customers.

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/ai/media/architecture-scalable-personalization.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/ai/scalable-personalization
Speech Services
A custom acoustic model helps Speech Services understand speakers even with background noise or poor phone connections.
A custom acoustic model helps Speech Services understand speakers even with background noise or poor phone connections.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/speech-services.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/speech-services
Speech to text conversion
Recommended way to upload audio files and process the speech content to text.
Recommended way to upload audio files and process the speech content to text.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/speech-ai-ingestion.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/speech-ai-ingestion
Training Python models on [Azure]
This reference architecture shows recommended practices for tuning the hyperparameters (training parameters) of a scikit-learn Python model.
This reference architecture shows recommended practices for tuning the hyperparameters (training parameters) of a scikit-learn Python model.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/_images/training-python-models.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/training-python-models
Visual Assistant
Visual assistant provides rich information based on content of the image with capabilities such as reading business card, identifying barcode, and recognizing popular people, places, objects, artworks, and monuments.
Visual assistant provides rich information based on content of the image with capabilities such as reading business card, identifying barcode, and recognizing popular people, places, objects, artworks, and monuments.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/visual-assistant.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/visual-assistant
Predictive Aircraft Engine Monitoring
Microsoft Azure's Predictive Maintenance solution demonstrates how to combine real-time aircraft data with analytics to monitor aircraft health.
Microsoft Azure's Predictive Maintenance solution demonstrates how to combine real-time aircraft data with analytics to monitor aircraft health.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/aircraft-engine-monitoring-for-predictive-maintenance-in-aerospace.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/aircraft-engine-monitoring-for-predictive-maintenance-in-aerospace
Campaign Optimization with Azure HDInsight Spark Clusters
This solution demonstrates how to build and deploy a machine learning model with Microsoft R Server on Azure HDInsight Spark clusters to recommend actions to maximize the purchase rate of leads targeted by a campaign. This solution enables efficient handling of big data on Spark with Microsoft R Server.
This solution demonstrates how to build and deploy a machine learning model with Microsoft R Server on Azure HDInsight Spark clusters to recommend actions to maximize the purchase rate of leads targeted by a campaign. This solution enables efficient handling of big data on Spark with Microsoft R Server.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/campaign-optimization-with-azure-hdinsight-spark-clusters.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/campaign-optimization-with-azure-hdinsight-spark-clusters
Intelligent apps using Azure Database for MySQL
Develop sophisticated, transformational apps using state of the art machine learning algorithms and integrated visualization tools to get actionable insights and analytics.
Develop sophisticated, transformational apps using state of the art machine learning algorithms and integrated visualization tools to get actionable insights and analytics.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/intelligent-apps-using-azure-database-for-mysql.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/intelligent-apps-using-azure-database-for-mysql
Intelligent apps using Azure Database for PostgreSQL
Develop sophisticated, transformational apps using state of the art machine learning algorithms and integrated visualization tools to get actionable insights and analytics.
Develop sophisticated, transformational apps using state of the art machine learning algorithms and integrated visualization tools to get actionable insights and analytics.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/intelligent-apps-using-azure-database-for-postgresql.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/intelligent-apps-using-azure-database-for-postgresql
Personalization using Cosmos DB
Generate personalized recommendations for customers in real time, using low-latency and tunable consistency settings for immediate insights
Generate personalized recommendations for customers in real time, using low-latency and tunable consistency settings for immediate insights

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/personalization-using-cosmos-db.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/personalization-using-cosmos-db

AI + Machine Learning on [Google Cloud] (7)

Mixed Reality

Mixed Reality on [Azure] (3)

Design Review Powered by Mixed Reality
Too often, product designers waste time and money with inefficient design review-2D images lose essential detail and context, and physical prototypes are extremely expensive. With this mixed reality scenario, clients, designers, and on-site engineers can easily share and review designs as 3D holograms in the context of their environment, accelerating design decisions and reducing time to market.
Too often, product designers waste time and money with inefficient design review-2D images lose essential detail and context, and physical prototypes are extremely expensive. With this mixed reality scenario, clients, designers, and on-site engineers can easily share and review designs as 3D holograms in the context of their environment, accelerating design decisions and reducing time to market.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/collaborative-design-review-powered-by-mixed-reality.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/collaborative-design-review-powered-by-mixed-reality
Facilities management powered by mixed reality and IoT
Improve uptime and operations in hospitality, manufacturing, retail, and more with mixed reality and IoT. This scenario shows how you can visualize a virtual replica of your physical space with real-time data in the context of your environment. It is built on Azure Spatial Anchors and Azure Digital Twins. After reviewing this solution architecture, dive right in and explore our reference sample.
Improve uptime and operations in hospitality, manufacturing, retail, and more with mixed reality and IoT. This scenario shows how you can visualize a virtual replica of your physical space with real-time data in the context of your environment. It is built on Azure Spatial Anchors and Azure Digital Twins. After reviewing this solution architecture, dive right in and explore our reference sample.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/facilities-management-powered-by-mixed-reality-and-iot.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/facilities-management-powered-by-mixed-reality-and-iot
Training and procedural guidance powered by mixed reality
Enable your team and employees to learn new processes and materials faster, with fewer errors, and greater confidence by providing persistent holographic instructions mapped to precise locations in their physical workspace.
Enable your team and employees to learn new processes and materials faster, with fewer errors, and greater confidence by providing persistent holographic instructions mapped to precise locations in their physical workspace.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/training-and-procedural-guidance-powered-by-mixed-reality.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/training-and-procedural-guidance-powered-by-mixed-reality

Internet of Things

Internet of Things on [AWS] (7)

Smart Product Solution
Deploy a solution that provides secure smart product connectivity to the AWS Cloud.
Deploy a solution that provides secure smart product connectivity to the AWS Cloud.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/smart-product-solution-architecture.efbd42d0289005bb6313ce293a96394703eabdc4.png

Links:
- aws.amazon.com/solutions/implementations/smart-product-solution
[AWS] Connected Vehicle Solution
Build an architecture that provides secure vehicle connectivity to the AWS Cloud, and a framework that helps customers integrate AWS IoT and AWS Greengrass into the Automotive Grade Linux (AGL) software stack.
Build an architecture that provides secure vehicle connectivity to the AWS Cloud, and a framework that helps customers integrate AWS IoT and AWS Greengrass into the Automotive Grade Linux (AGL) software stack.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/connected-vehicle-solution-architecture.afeab7409a1c25454838dbfcd238e70799ef8f08.png

Links:
- aws.amazon.com/solutions/aws-connected-vehicle-solution
IoT Device Simulator
Deploy a solution that enables you to create and simulate hundreds of virtual connected devices, without having to configure and manage physical devices, or develop time-consuming scripts.
Deploy a solution that enables you to create and simulate hundreds of virtual connected devices, without having to configure and manage physical devices, or develop time-consuming scripts.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/iot-device-simulator-architecture.224b13066aaca13ad84ff4f39658008d6fa2a5b6.png

Links:
- aws.amazon.com/solutions/iot-device-simulator
Real-Time IoT Device Monitoring with Kinesis Data Analytics
Deploy a solution that that automatically provisions the services necessary to collect, process, analyze and visualize IoT device connectivity and activity data in real-time.
Deploy a solution that that automatically provisions the services necessary to collect, process, analyze and visualize IoT device connectivity and activity data in real-time.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/real-time-iot-device-monitoring-with-kinesis-architecture.98a3eab453fb502d4a4cd2ff0c56ce860399860f.png

Links:
- aws.amazon.com/solutions/real-time-iot-device-monitoring-with-kinesis
[AWS] Virtual Andon
Deploy a solution that provides a scalable Andon system to help optimize processes, support the transition to predictive maintenance, and prevent issues.
Deploy a solution that provides a scalable Andon system to help optimize processes, support the transition to predictive maintenance, and prevent issues.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/amazon-virtual-andon-architecture.a829975f69b3266172a12e09068415457b7cdc4e.png

Links:
- aws.amazon.com/solutions/amazon-virtual-andon
IoT Channel Using Amazon Pinpoint
Deploy a solution that helps automate the process of segmenting customers and sending targeted messages to IoT devices.
Deploy a solution that helps automate the process of segmenting customers and sending targeted messages to IoT devices.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/iot-channel-using-amazon-pinpoint-architecture.61f861b69135996efd52ec971a9f352d7e2786d7.png

Links:
- aws.amazon.com/solutions/iot-channel-using-amazon-pinpoint
Machine to Cloud Connectivity Framework
Deploy a solution that provides secure factory equipment connectivity to the AWS Cloud.
Deploy a solution that provides secure factory equipment connectivity to the AWS Cloud.

Source: https://d1.awsstatic.com/Solutions/Solutions%20Category%20Template%20Draft/Solution%20Architecture%20Diagrams/machine-to-cloud-connectivity-framework-architecture.ddeb52724c493c50f99058d5ae67ff485ca502c1.png

Links:
- aws.amazon.com/solutions/machine-to-cloud-connectivity-framework

Internet of Things on [Azure] (10)

[Azure] IoT reference architecture
Recommended architecture for IoT applications on Azure using PaaS (platform-as-a-service) components
Recommended architecture for IoT applications on Azure using PaaS (platform-as-a-service) components

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/_images/iot.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/iot
Controlling IoT devices using a Voice Assistant
Create seamless conversational interfaces with all of your internet-accessible devices-from your connected television or fridge to devices in a connected power plant. By combining Azure Speech Service, Language Understanding Service (LUIS) and Azure Bot Framework, developers can create natural, human-like conversational interfaces to control smart devices.
Create seamless conversational interfaces with all of your internet-accessible devices-from your connected television or fridge to devices in a connected power plant. By combining Azure Speech Service, Language Understanding Service (LUIS) and Azure Bot Framework, developers can create natural, human-like conversational interfaces to control smart devices.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/iot-devices.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/iot-devices
IoT Architecture - Azure IoT Subsystems
Learn about our recommended IoT application architecture that supports hybrid cloud and edge computing. A flowchart details how the subsystems function within the IoT application.
Learn about our recommended IoT application architecture that supports hybrid cloud and edge computing. A flowchart details how the subsystems function within the IoT application.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/azure-iot-subsystems.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/azure-iot-subsystems
IoT and data analytics
Use IoT devices and data analytics to provide comprehensive management and operation of construction projects.
Use IoT devices and data analytics to provide comprehensive management and operation of construction projects.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/big-data-with-iot.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/data/big-data-with-iot
IoT device deployment and management on demand
IoT with AKS
IoT with AKS

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/iot-with-aks.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/iot-with-aks
IoT using Cosmos DB
Scale instantly and elastically to accommodate diverse and unpredictable IoT workloads without sacrificing ingestion or query performance.
Scale instantly and elastically to accommodate diverse and unpredictable IoT workloads without sacrificing ingestion or query performance.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/iot-using-cosmos-db.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/iot-using-cosmos-db
Process real-time vehicle data using IoT
Ingest and process real-time vehicle data using IoT.
Ingest and process real-time vehicle data using IoT.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/realtime-analytics-vehicle-iot.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/data/realtime-analytics-vehicle-iot
Real-time Web Dashboard
Securely monitor and control data streamed from Internet-connected devices
Securely monitor and control data streamed from Internet-connected devices

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/real-time-web-dashboard.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/real-time-web-dashboard
Secure your IoT SaaS app with the Microsoft identity platform
How a developer can use Azure Active Directory and the Microsoft identity platform to implement secure authentication and authorization for SaaS apps that manage cloud-connected IoT devices.
How a developer can use Azure Active Directory and the Microsoft identity platform to implement secure authentication and authorization for SaaS apps that manage cloud-connected IoT devices.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/iot-aad.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/iot-aad/iot-aad
Telemetry Analytics
Car dealerships, automobile manufacturers and insurance companies can use the capabilities of Cortana Intelligence to gain real-time and predictive insights on vehicle health and driving habits.
Car dealerships, automobile manufacturers and insurance companies can use the capabilities of Cortana Intelligence to gain real-time and predictive insights on vehicle health and driving habits.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/telemetry-analytics.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/telemetry-analytics

Internet of Things on [Google Cloud] (4)

IoT Remote Monitoring
Source: https://gcp.solutions/images/diagrams/iot-monitoring.png

Links:
- https://gcp.solutions/diagram/iot-monitoring
IoT MQTT Bridge
Source: https://gcp.solutions/images/diagrams/iot-mqtt.png

Links:
- https://gcp.solutions/diagram/iot-mqtt
Smart Home Devices
Source: https://gcp.solutions/images/diagrams/iot-voice-actions.png

Links:
- https://gcp.solutions/diagram/iot-voice-actions
Cloud to Edge ML
Source: https://gcp.solutions/images/diagrams/iot-edge-ml.png

Links:
- https://gcp.solutions/diagram/iot-edge-ml

Blockchain

Blockchain on [AWS] (1)

[AWS] Managed Blockchain
Fully managed service for creating and managing scalable blockchain networks.
Blockchain technology makes it possible to build applications where multiple parties can execute transactions without the need for a trusted, central authority.

This Quick Start deploys an Amazon Managed Blockchain network on the Amazon Web Services (AWS) Cloud. It uses the popular open-source Hyperledger Fabric framework. Hyperledger Fabric is well suited for applications that require stringent privacy and permission controls with a known set of members.

This Quick Start is for users who want to build and participate in decentralized applications shared across a consortium of members using Managed Blockchain.

Managed Blockchain can be deployed only in the US East (N. Virginia) AWS Region.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/amazon-managed-blockchain-architecture-diagram.4ba79e264d50b2647c72bfa9cb70fc0a80947a04.png

Links:
- aws.amazon.com/quickstart/architecture/amazon-managed-blockchain

Blockchain on [Azure] (3)

Blockchain Workflow Application
Explore how blockchain is used to digitize workflows and supply chains across organizations with the Blockchain Workflow Application from Microsoft Azure.
Explore how blockchain is used to digitize workflows and supply chains across organizations with the Blockchain Workflow Application from Microsoft Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/blockchain-workflow-application.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/blockchain-workflow-application
Decentralized trust between banks
Establish a trusted environment for communication and information sharing without resorting to a centralized database.
Establish a trusted environment for communication and information sharing without resorting to a centralized database.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/decentralized-trust.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/decentralized-trust
Supply Chain Track and Trace
Learn how to use the Azure Blockchain Workbench. Build an asset tracking application for supply chain with a step-by-step flowchart.
Learn how to use the Azure Blockchain Workbench. Build an asset tracking application for supply chain with a step-by-step flowchart.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/supply-chain-track-and-trace.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/supply-chain-track-and-trace

Hybrid Cloud

Hybrid Cloud on [Azure] (17)

Hybrid/Multi-cloud game infrastructure
Source: https://gcp.solutions/images/diagrams/gaming-hybrid-infrastructure.png

Links:
- https://gcp.solutions/diagram/gaming-hybrid-infrastructure
Hybrid SharePoint Farm with Office 365
Deliver highly available intranet capability by deploying SharePoint and sharing hybrid workloads with Office 365. Setup this solution with step-by-step instructions.
Deliver highly available intranet capability by deploying SharePoint and sharing hybrid workloads with Office 365. Setup this solution with step-by-step instructions.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/sharepoint-farm-office-365.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/sharepoint-farm-office-365
Hybrid HPC in Azure with HPC Pack
Get a hybrid high performance computing solution built with Windows Server technology. Use Azure HPC Pack to create a hybrid HPC environment.
Get a hybrid high performance computing solution built with Windows Server technology. Use Azure HPC Pack to create a hybrid HPC environment.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/hybrid-hpc-in-azure-with-hpc-pack.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/hybrid-hpc-in-azure-with-hpc-pack
Hybrid ETL with Azure Data Factory
Hybrid ETL with existing on-premises SQL Server Integration Services (SSIS) deployments and Azure Data Factory.
Hybrid ETL with existing on-premises SQL Server Integration Services (SSIS) deployments and Azure Data Factory.

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/data/media/architecture-diagram-hybrid-etl-with-adf.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/data/hybrid-etl-with-adf
Multicloud solutions with the Serverless Framework
Develop and deploy serverless microservices across cloud providers with the open-source Serverless Framework and Serverless Multicloud Library.
Develop and deploy serverless microservices across cloud providers with the open-source Serverless Framework and Serverless Multicloud Library.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/serverless-multicloud.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/serverless/serverless-multicloud
Connect an on-premises network to Azure using ExpressRoute
Implement a highly available and secure site-to-site network architecture that spans an Azure virtual network and an on-premises network connected using ExpressRoute with VPN gateway failover.
Implement a highly available and secure site-to-site network architecture that spans an Azure virtual network and an on-premises network connected using ExpressRoute with VPN gateway failover.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/images/expressroute-vpn-failover.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/expressroute-vpn-failover
Cross Cloud Scaling Architecture
Learn how to improve cross cloud scalability with solution architecture that includes Azure Stack. A step-by-step flowchart details instructions for implementation.
Learn how to improve cross cloud scalability with solution architecture that includes Azure Stack. A step-by-step flowchart details instructions for implementation.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/cross-cloud-scaling.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/cross-cloud-scaling
Cross-platform Chat
Accelerate development of reliable, high-performing chat applications
Accelerate development of reliable, high-performing chat applications

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/cross-platform-chat.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/cross-platform-chat
Extend an on-premises network using ExpressRoute
Implement a secure site-to-site network architecture that spans an Azure virtual network and an on-premises network connected using Azure ExpressRoute.
Implement a secure site-to-site network architecture that spans an Azure virtual network and an on-premises network connected using Azure ExpressRoute.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/expressroute.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/expressroute
Extend an on-premises network using VPN
A secure site-to-site network architecture that spans an Azure virtual network and an on-premises network connected using a VPN.
A secure site-to-site network architecture that spans an Azure virtual network and an on-premises network connected using a VPN.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/vpn.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/vpn
Hybrid Connection
Azure's Hybrid Connection is a foundational blueprint that is applicable to most Azure Stack solutions, allowing you to establish connectivity for any application that involves communications between the Azure public cloud and on-premises Azure Stack components.
Azure's Hybrid Connection is a foundational blueprint that is applicable to most Azure Stack solutions, allowing you to establish connectivity for any application that involves communications between the Azure public cloud and on-premises Azure Stack components.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/hybrid-connectivity.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/hybrid-connectivity
Troubleshoot a hybrid VPN connection
Troubleshoot a VPN gateway connection between an on-premises network and Azure.
Troubleshoot a VPN gateway connection between an on-premises network and Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/troubleshoot-vpn.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/troubleshoot-vpn
Hybrid Identity
The Hybrid Identity blueprint enables teams to manage applications and user identity consistently across clouds with the utilization of Azure Stack
The Hybrid Identity blueprint enables teams to manage applications and user identity consistently across clouds with the utilization of Azure Stack

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/hybrid-identity.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/hybrid-identity
Integrate on-premises AD domains with Azure AD
Implement a secure hybrid network architecture using Azure Active Directory (Azure AD).
Implement a secure hybrid network architecture using Azure Active Directory (Azure AD).

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/identity/images/azure-ad.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/identity/azure-ad
Archive on-premises data to cloud
Archive your on-premises data to Azure Blob storage.
Archive your on-premises data to Azure Blob storage.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/backup-archive-on-premises.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/backup-archive-on-premises
Back up cloud applications and data to cloud
Back up data and applications running in Azure to another Azure location by using Azure Backup or a partner solution.
Back up data and applications running in Azure to another Azure location by using Azure Backup or a partner solution.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/backup-archive-cloud-application.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/backup-archive-cloud-application
Enterprise-scale disaster recovery
A large enterprise architecture for SharePoint, Dynamics CRM, and Linux web servers hosted on an on-premises datacenter with failover to Azure infrastructure.
A large enterprise architecture for SharePoint, Dynamics CRM, and Linux web servers hosted on an on-premises datacenter with failover to Azure infrastructure.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/disaster-recovery-enterprise-scale-dr.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/disaster-recovery-enterprise-scale-dr

Hybrid Cloud on [Google Cloud] (8)

Hybrid with On-Premise Data and Applications
A common hybrid pattern where part of your systems run in the Cloud and communicate over a private link with other applications and services in your on-premise datacenter.

Source: https://gcp.solutions/images/diagrams/hybrid-on-premise.png

Links:
- https://gcp.solutions/diagram/hybrid-on-premise
Hybrid Kubernetes and on-prem services with Istio
Source: https://gcp.solutions/images/diagrams/hybrid-kubernetes-istio.png

Links:
- https://gcp.solutions/diagram/hybrid-kubernetes-istio
Cloud Bursting
Source: https://gcp.solutions/images/diagrams/hybrid-arch-bursting.png

Links:
- https://gcp.solutions/diagram/hybrid-arch-bursting
Business continuity hybrid/multi-cloud
Source: https://gcp.solutions/images/diagrams/hybrid-arch-bc.png

Links:
- https://gcp.solutions/diagram/hybrid-arch-bc
Environment hybrid
Source: https://gcp.solutions/images/diagrams/hybrid-arch-environment.png

Links:
- https://gcp.solutions/diagram/hybrid-arch-environment
Edge hybrid
Source: https://gcp.solutions/images/diagrams/hybrid-arch-edge.png

Links:
- https://gcp.solutions/diagram/hybrid-arch-edge
Analytics hybrid/multi-cloud
Source: https://gcp.solutions/images/diagrams/hybrid-arch-analytics.png

Links:
- https://gcp.solutions/diagram/hybrid-arch-analytics
Tiered Hybrid
Source: https://gcp.solutions/images/diagrams/hybrid-arch-tiered.png

Links:
- https://gcp.solutions/diagram/hybrid-arch-tiered

Migration

Migration on [Azure] (5)

Oracle Database Migration to Azure
Oracle DB migrations can be accomplished in multiple ways. This architecture covers one of these options wherein Oracle Active Data Guard is used to migrate the Database.
Oracle DB migrations can be accomplished in multiple ways. This architecture covers one of these options wherein Oracle Active Data Guard is used to migrate the Database.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/reference-architecture-for-oracle-database-migration-to-azure.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/reference-architecture-for-oracle-database-migration-to-azure
Adding a mobile front-end to a legacy app
The solution demonstrates modernizing an existing application by consolidating data from multiple business systems into one place and surfacing it through web and mobile frontends. This is targeted at improving employee productivity and to enable faster decision making.
The solution demonstrates modernizing an existing application by consolidating data from multiple business systems into one place and surfacing it through web and mobile frontends. This is targeted at improving employee productivity and to enable faster decision making.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/adding-a-modern-web-and-mobile-frontend-to-a-legacy-claims-processing-application.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/adding-a-modern-web-and-mobile-frontend-to-a-legacy-claims-processing-application
Modern Customer Support Portal
This architecture shows how to easily connect multiple business systems to enable customer support.
This architecture shows how to easily connect multiple business systems to enable customer support.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/modern-customer-support-portal-powered-by-an-agile-business-process.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/modern-customer-support-portal-powered-by-an-agile-business-process
Unlock Legacy Data with Azure Stack
Follow a step-by-step flowchart to unlock and preserve legacy data from mainframe applications using Azure Stack.
Follow a step-by-step flowchart to unlock and preserve legacy data from mainframe applications using Azure Stack.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/unlock-legacy-data.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/unlock-legacy-data
Migrate a web app using Azure APIM
Use Azure API Management to modernize a legacy web application.
Use Azure API Management to modernize a legacy web application.

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/media/architecture-apim-api-scenario.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/apim-api-scenario

Windows

Windows on [Azure] (2)

Run reservoir simulation software on [Azure]
Run OPM Flow reservoir simulation software and OPM ResInsight visualization software on an Azure HPC compute cluster and visualization VM.
Run OPM Flow reservoir simulation software and OPM ResInsight visualization software on an Azure HPC compute cluster and visualization VM.

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/media/architecture-hpc-reservoir-simulation.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/reservoir-simulation
Linux virtual desktops with Citrix
Build a VDI environment for Linux Desktops using Citrix on Azure.
Build a VDI environment for Linux Desktops using Citrix on Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/media/azure-citrix-sample-diagram.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/linux-vdi-citrix

Windows on [Google Cloud] (2)

SAP

AWS on [Azure] (8)

Dev/test environments for SAP workloads
Build a dev/test environment for SAP workloads.
Build a dev/test environment for SAP workloads.

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/media/architecture-sap-dev-test.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/sap-dev-test
SAP NetWeaver on SQLServer
The NetWeaver on SQL Server application solution illustrates how a user request flows through an SAP landscape built on NetWeaver by utilizing Azure Virtual Machines to host SAP applications and a SQL Server database.
The NetWeaver on SQL Server application solution illustrates how a user request flows through an SAP landscape built on NetWeaver by utilizing Azure Virtual Machines to host SAP applications and a SQL Server database.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/sap-netweaver-on-sql-server.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/sap-netweaver-on-sql-server
SAP deployment on Azure using an Oracle DB
Run an SAP production deployment in Azure using an Oracle database.
Run an SAP production deployment in Azure using an Oracle database.

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/media/architecture-sap-production.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/sap-production
SAP S/4 HANA for Large Instances
Learn more about SAP HANA on Azure for large instances that includes high reliability and disaster recovery. Find out how NFS storage is used for large instances of SAP HANA.
Learn more about SAP HANA on Azure for large instances that includes high reliability and disaster recovery. Find out how NFS storage is used for large instances of SAP HANA.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/sap-s4-hana-on-hli-with-ha-and-dr.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/sap-s4-hana-on-hli-with-ha-and-dr
Run SAP NetWeaver in Windows on [Azure]
Proven practices for running SAP NetWeaver in a Windows environment on Azure with high availability.
Proven practices for running SAP NetWeaver in a Windows environment on Azure with high availability.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/sap/images/sap-netweaver.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/sap/sap-netweaver
SAP S/4HANA in Linux on [Azure]
Proven practices for running SAP S/4HANA in a Linux environment on Azure with high availability.
Proven practices for running SAP S/4HANA in a Linux environment on Azure with high availability.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/sap/images/sap-s4hana.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/sap/sap-s4hana
Run SAP HANA on Azure Large Instances
Proven practices for running SAP HANA in a high availability environment on Azure Large Instances.
Proven practices for running SAP HANA in a high availability environment on Azure Large Instances.

Source: https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/sap/images/sap-hana-large-instances.png

Links:
- docs.microsoft.com/en-us/azure/architecture/reference-architectures/sap/hana-large-instances
SAP S/4 HANA VM on Azure and Linux| Microsoft Azure
Learn more about the SAP S/4 HANA and Linux solution architecture for user requests with a step-by-step flow chart. See how Azure Virtual Machines power the entire system, and learn more about the advantages of this application solution.
Learn more about the SAP S/4 HANA and Linux solution architecture for user requests with a step-by-step flow chart. See how Azure Virtual Machines power the entire system, and learn more about the advantages of this application solution.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/sap-s4-hana-vm-on-linux.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/sap-s4-hana-vm-on-linux

AWS on [Google Cloud] (8)

Application Domain Specific

Healthcare

Healthcare on [Azure] (4)

Remote Patient Monitoring Solutions
Provide a high level of preventative medical care with remote patient monitoring from Azure. Analyze large amounts of medical data in a secure environment.
Provide a high level of preventative medical care with remote patient monitoring from Azure. Analyze large amounts of medical data in a secure environment.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/remote-patient-monitoring.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/remote-patient-monitoring
Predicting Length of Stay in Hospitals
This solution enables a predictive model for Length of Stay for in-hospital admissions. Length of Stay (LOS) is defined in number of days from the initial admit date to the date that the patient is discharged from any given hospital facility.
This solution enables a predictive model for Length of Stay for in-hospital admissions. Length of Stay (LOS) is defined in number of days from the initial admit date to the date that the patient is discharged from any given hospital facility.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/predicting-length-of-stay-in-hospitals.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/predicting-length-of-stay-in-hospitals
Predict Length of Stay and Patient Flow
Learn how to predict capacity and patient flow for your hospital or healthcare facility to enhance the quality of care and improve operational efficiency.
Learn how to predict capacity and patient flow for your hospital or healthcare facility to enhance the quality of care and improve operational efficiency.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/predict-length-of-stay-and-patient-flow-with-healthcare-analytics.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/predict-length-of-stay-and-patient-flow-with-healthcare-analytics
Building a telehealth system on [Azure]
A healthcare system connecting users, devices, and providers built using Kubernetes and PostgreSQL
A healthcare system connecting users, devices, and providers built using Kubernetes and PostgreSQL

Source: https://docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/media/architecture-telehealth-system.png

Links:
- docs.microsoft.com/en-us/azure/architecture/example-scenario/apps/telehealth-system

Healthcare on [Google Cloud] (7)

Retail & Commerce

Retail & Commerce on [AWS] (1)

Magento on [AWS]
Content management for e-commerce websites on the AWS Cloud.
This Quick Start automatically deploys Magento Open Source (formerly Community Edition) on the AWS Cloud.

Magento is an open-source content management system for e-commerce websites. This automated deployment builds a cluster that runs Magento along with optional sample data, which lets you experiment with custom themes and view the web store. The deployment uses your choice of Amazon Aurora or MySQL on Amazon RDS for database operations, Amazon EFS for shared storage between EC2 instances, and an Amazon ElastiCache cluster with the Redis cache engine to improve application load times.

Source: https://d1.awsstatic.com/partner-network/QuickStart/datasheets/magento-with-aurora-architecture.85c807d5024b1a12b708fed367e54f90fc9b62c1.png

Links:
- aws.amazon.com/quickstart/architecture/magento

Retail & Commerce on [Azure] (4)

Retail and e-commerce using Azure MySQL
Build secure and scalable e-commerce solutions that meet the demands of both customers and business. Engage customers through customized products and offers, process transactions quickly and securely, and focus on fulfillment and customer service.
Build secure and scalable e-commerce solutions that meet the demands of both customers and business. Engage customers through customized products and offers, process transactions quickly and securely, and focus on fulfillment and customer service.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/retail-and-ecommerce-using-azure-database-for-mysql.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/retail-and-ecommerce-using-azure-database-for-mysql
Retail and e-commerce using Azure PostgreSQL
Build secure and scalable e-commerce solutions that meet the demands of both customers and business. Engage customers through customized products and offers, process transactions quickly and securely, and focus on fulfillment and customer service.
Build secure and scalable e-commerce solutions that meet the demands of both customers and business. Engage customers through customized products and offers, process transactions quickly and securely, and focus on fulfillment and customer service.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/retail-and-ecommerce-using-azure-database-for-postgresql.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/retail-and-ecommerce-using-azure-database-for-postgresql
Retail and e-commerce using Cosmos DB
Support in-depth queries over diverse product catalogs, traffic spikes, and rapidly changing inventory.
Support in-depth queries over diverse product catalogs, traffic spikes, and rapidly changing inventory.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/retail-and-e-commerce-using-cosmos-db.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/retail-and-e-commerce-using-cosmos-db
Retail Assistant with Visual Capabilities
The retail assistant or vacation planner can help your customers have interactions with your business bot and provide suggestions based on the visual information.
The retail assistant or vacation planner can help your customers have interactions with your business bot and provide suggestions based on the visual information.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/retail-assistant-or-vacation-planner-with-visual-capabilities.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/retail-assistant-or-vacation-planner-with-visual-capabilities

Retail & Commerce on [Google Cloud] (5)

AdTech and MarTech

AdTech and MarTech on [Azure] (3)

Digital Marketing using Azure Database for MySQL
Engage with customers around the world with rich, personalized digital marketing experiences. Quickly build and launch digital campaigns that automatically scale based on customer demand.
Engage with customers around the world with rich, personalized digital marketing experiences. Quickly build and launch digital campaigns that automatically scale based on customer demand.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/digital-marketing-using-azure-database-for-mysql.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/digital-marketing-using-azure-database-for-mysql
Optimize Marketing with Machine Learning
Learn how to build a machine-learning model with SQL Server 2016 with R Services to optimize and manage marketing campaigns.
Learn how to build a machine-learning model with SQL Server 2016 with R Services to optimize and manage marketing campaigns.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/optimize-marketing-with-machine-learning.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/optimize-marketing-with-machine-learning
Predictive Marketing with Machine Learning
Learn how to build a machine-learning model with Microsoft R Server on Azure HDInsight Spark clusters to recommend actions to maximize the purchase rate.
Learn how to build a machine-learning model with Microsoft R Server on Azure HDInsight Spark clusters to recommend actions to maximize the purchase rate.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/predictive-marketing-campaigns-with-machine-learning-and-spark.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/predictive-marketing-campaigns-with-machine-learning-and-spark

AdTech and MarTech on [Google Cloud] (4)

Real-Time Bidding
Source: https://gcp.solutions/images/diagrams/dm-rt-bidding.png

Links:
- https://gcp.solutions/diagram/dm-rt-bidding
DMP / Data Warehouse
Source: https://gcp.solutions/images/diagrams/dm-data-warehouse.png

Links:
- https://gcp.solutions/diagram/dm-data-warehouse
Publisher Side Analysis
Source: https://gcp.solutions/images/diagrams/dm-publisher-analysis.png

Links:
- https://gcp.solutions/diagram/dm-publisher-analysis
Serverless Pixel Tracking
Matches the DMP Ids with Advertiser Ids thanks to pixels tracking. Because DMP pixels are all over the internet, through unique identifiers, DMPs can create user profiles by gathering data from various sites.

Source: https://gcp.solutions/images/diagrams/dm-pixel-tracking.png

Links:
- https://gcp.solutions/diagram/dm-pixel-tracking

Financial Services

Financial Services on [Azure] (6)

Finance management apps using Azure Database for MySQL
Securely store critical data and provide high-value analytics and insights over aggregated data to users, using in-built security and performance.
Securely store critical data and provide high-value analytics and insights over aggregated data to users, using in-built security and performance.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/finance-management-apps-using-azure-database-for-mysql.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/finance-management-apps-using-azure-database-for-mysql
Finance management apps using Azure Database for PostgreSQL
Securely store critical data and provide high-value analytics and insights over aggregated data to users, using in-built security and performance.
Securely store critical data and provide high-value analytics and insights over aggregated data to users, using in-built security and performance.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/finance-management-apps-using-azure-database-for-postgresql.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/finance-management-apps-using-azure-database-for-postgresql
Loan ChargeOff Prediction with Azure HDInsight Spark Clusters
Using Azure HDInsight R Server, a lending institution can leverage machine learning predictive analytics to predict the likelihood of loans getting charged off and run a report on the analytics result stored in HDFS and hive tables.
Using Azure HDInsight R Server, a lending institution can leverage machine learning predictive analytics to predict the likelihood of loans getting charged off and run a report on the analytics result stored in HDFS and hive tables.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/loan-chargeoff-prediction-with-azure-hdinsight-spark-clusters.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/loan-chargeoff-prediction-with-azure-hdinsight-spark-clusters
Loan ChargeOff Prediction with SQL Server
This solution demonstrates how to build and deploy a machine learning model with SQL Server 2016 with R Services to predict if a Bank loan will need to be charged off within next 3 months
This solution demonstrates how to build and deploy a machine learning model with SQL Server 2016 with R Services to predict if a Bank loan will need to be charged off within next 3 months

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/loan-chargeoff-prediction-with-sql-server.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/loan-chargeoff-prediction-with-sql-server
Loan Credit Risk + Default Modeling
Using SQL Server 2016 with R Services, lenders can predict a borrower's credit risk and default probability to help issue fewer unprofitable loans.
Using SQL Server 2016 with R Services, lenders can predict a borrower's credit risk and default probability to help issue fewer unprofitable loans.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/loan-credit-risk-analyzer-and-default-modeling.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/loan-credit-risk-analyzer-and-default-modeling
Loan Credit Risk with SQL Server
Using SQL Server 2016 with R Services, a lending institution can make use of predictive analytics to reduce number of loans they offer to those borrowers most likely to default, increasing the profitability of their loan portfolio.
Using SQL Server 2016 with R Services, a lending institution can make use of predictive analytics to reduce number of loans they offer to those borrowers most likely to default, increasing the profitability of their loan portfolio.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/loan-credit-risk-with-sql-server.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/loan-credit-risk-with-sql-server

Financial Services on [Google Cloud] (4)

Energy

Energy on [Azure] (7)

Demand Forecasting
Accurately forecasting spikes in demand for products and services can give a company a competitive advantage. This solution focuses on demand forecasting within the energy sector.
Accurately forecasting spikes in demand for products and services can give a company a competitive advantage. This solution focuses on demand forecasting within the energy sector.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/demand-forecasting.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/demand-forecasting
Demand Forecasting + Price Optimization
Predict future customer demand and optimize pricing to maximize profitability using big-data and advanced-analytics services from Microsoft Azure.
Predict future customer demand and optimize pricing to maximize profitability using big-data and advanced-analytics services from Microsoft Azure.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/demand-forecasting-price-optimization-marketing.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/demand-forecasting-price-optimization-marketing
Demand Forecasting and Price Optimization
Pricing is recognized as a pivotal determinant of success in many industries and can be one of the most challenging tasks. Companies often struggle with several aspects of the pricing process, including accurately forecasting the financial impact of potential tactics, taking reasonable consideration of core business constraints, and fairly validating the executed pricing decisions. Expanding product offerings add further computational requirements to make real-time pricing decisions, compounding the difficulty of this already overwhelming task.
Pricing is recognized as a pivotal determinant of success in many industries and can be one of the most challenging tasks. Companies often struggle with several aspects of the pricing process, including accurately forecasting the financial impact of potential tactics, taking reasonable consideration of core business constraints, and fairly validating the executed pricing decisions. Expanding product offerings add further computational requirements to make real-time pricing decisions, compounding the difficulty of this already overwhelming task.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/demand-forecasting-and-price-optimization.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/demand-forecasting-and-price-optimization
Demand Forecasting for Shipping and Distribution
Use historical demand data to forecast future periods across various customers, products and destinations.
Use historical demand data to forecast future periods across various customers, products and destinations.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/demand-forecasting-for-shipping-and-distribution.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/demand-forecasting-for-shipping-and-distribution
Oil and Gas Tank Level Forecasting
Today, most facilities operate reactively to problems in tank levels. This often leads to spills, emergency shutdowns, expensive remediation costs, regulatory issues, costly repairs and fines. Tank level forecasting helps manage and abate these and other problems.
Today, most facilities operate reactively to problems in tank levels. This often leads to spills, emergency shutdowns, expensive remediation costs, regulatory issues, costly repairs and fines. Tank level forecasting helps manage and abate these and other problems.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/oil-and-gas-tank-level-forecasting.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/oil-and-gas-tank-level-forecasting
Energy Supply Optimization
This solution provides an Azure-based smart solution, leveraging external open-source tools, that determines the optimal energy unit commitments from various types of energy resources for an energy grid.
This solution provides an Azure-based smart solution, leveraging external open-source tools, that determines the optimal energy unit commitments from various types of energy resources for an energy grid.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/energy-supply-optimization.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/energy-supply-optimization
Forecast Energy and Power Demand
Learn how Microsoft Azure can help accurately forecast spikes in demand for energy products and services to give your company a competitive advantage.
Learn how Microsoft Azure can help accurately forecast spikes in demand for energy products and services to give your company a competitive advantage.

Source: https://docs.microsoft.com/en-us/azure/architecture/solution-ideas/media/forecast-energy-power-demand.png

Links:
- docs.microsoft.com/en-us/azure/architecture/solution-ideas/articles/forecast-energy-power-demand

Energy on [Google Cloud] (1)

Oil and Gas
Source: https://gcp.solutions/images/diagrams/energy-oil-gas.svg

Links:
- https://gcp.solutions/diagram/energy-oil-gas

Gaming

Public Cloud Encyclopedia: References Architectures

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