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Docker on AWS
This document discusses Docker containers on AWS. It notes that enterprises are adopting containers to accelerate software development, build modern applications, and automate operations at scale. It provides examples of typical use cases for containers like microservices, CI/CD, batch processing, and legacy application migration. It outlines AWS container services like ECS, EKS, and ECR. It describes how ECS works with container definitions, task definitions, task roles, service definitions, and hosting containers on EC2 or Fargate. It provides an example of hosting an ML model on Fargate with images stored in ECR.
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Docker on AWS
- 1. Suman Debnath Principal DeveloperAdvocate, India Docker for production on AWS
- 2. Why are enterprises adoptingcontainers? • Accelerate software development • Build modern applications • Automate operations at web scale
- 3. migrated ~850 applicationsrunning in ~5000 containers to Fargate to reduce the undifferentiated heavy lifting that came with managing Kubernetes
- 4. Typical use cases •Microservices: Python, Java, Node.js, Go, Web Apps, etc. • Continuous Integration and Continuous Deployment (CI/CD) • Batch Processing and ETL jobs • Common PaaS Stack for Application Deployment • Legacy Application Migration to the Cloud • Hybrid Workloads • AI/ML • Scale Testing • Backend for IoT use cases
- 5. Typical use cases •Microservices: Python, Java, Node.js, Go, Web Apps, etc. • Continuous Integration and Continuous Deployment (CI/CD) • Batch Processing and ETL jobs • Common PaaS Stack for Application Deployment • Legacy Application Migration to the Cloud • Hybrid Workloads • AI/ML • Scale Testing • Backend for IoT use cases
- 6. Management Deployment, Scheduling, Scaling &Management of containerized applications Hosting Where the containers run Amazon Elastic Container Service Amazon Elastic Container Service for Kubernetes Amazon EC2 AWS Fargate Image Registry Container Image Repository Amazon Elastic Container Registry AWS container services landscape
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- 8. ECS Cluster C on t a i n e r D e f i n i t i o nInside ECS
- 9. ECS Cluster C on t a i n e r D e f i n i t i o n T a s k D e f i n i t i o n Inside ECS
- 10. ECS Cluster C on t a i n e r D e f i n i t i o n T a s k D e f i n i t i o n Inside ECS
- 11. ECS Cluster C on t a i n e r D e f i n i t i o n T a s k D e f i n i t i o n T a s k R o l e Inside ECS
- 12. ECS Cluster C on t a i n e r D e f i n i t i o n T a s k D e f i n i t i o n T a s k R o l e S e r v i c e D e f i n i t i o n Inside ECS
- 13. ECS Cluster C on t a i n e r D e f i n i t i o n T a s k D e f i n i t i o n T a s k R o l e S e r v i c e D e f i n i t i o n Inside ECS
- 14. ECS Cluster C on t a i n e r D e f i n i t i o n T a s k D e f i n i t i o n T a s k R o l e S e r v i c e D e f i n i t i o n Amazon EC2 AWS Fargate Inside ECS
- 15. ML Model onFargate
- 16. ML Model onFargate
- 17. Amazon Elastic Container Registry MLModel on Fargate
- 18. AWS FargateAmazon Elastic ContainerRegistry ML Model on Fargate
- 19. AWS FargateAmazon Elastic ContainerRegistry ML Model on Fargate
- 20. AWS FargateAmazon Elastic ContainerRegistry ML Model on Fargate http://3.89.81.97/
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- 22. Thank You Suman Debnath PrincipalDeveloper Advocate, India