The Lean Lifecycle with AWS: Ideate, Develop, Release, Evaluate, Iterate
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The document discusses the lean lifecycle for developing and deploying applications using Amazon Web Services (AWS). It covers ideas, development, release, evaluation, and iteration/pivoting. Key aspects covered include architecting for elasticity and availability on AWS, automating deployments with CloudFormation, leveraging autoscaling, evaluating usage with analytics, and implementing continuous deployment patterns like rolling updates. The overall message is that AWS allows for rapid iteration and data-driven improvements through its services.
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The Lean Lifecycle with AWS: Ideate, Develop, Release, Evaluate, Iterate
- 1. The Lean Lifecycle with Amazon Web Services Matt Wood T E C H N O L O G Y E VA N G E L I S T
- 2. Idea Develop Release Evaluate Iterate OR Pivot
- 3. Idea Develop Release Evaluate Iterate / Pivot Idea
- 4. Idea Develop Release Evaluate Iterate / Pivot Idea Unconstrained
- 5. Idea Develop Release Evaluate Iterate / Pivot Develop
- 6. Idea Develop Release Evaluate Iterate / Pivot Dev / test
- 7. Idea Develop Release Evaluate Iterate / Pivot Architect
- 8. Idea Develop Release Evaluate Iterate / Pivot Architect Elasticity
- 9. Idea Develop Release Evaluate Iterate / Pivot Architect Scale Elasticity Availability
- 10. Web front end App servers Data store Decouple
- 11. Data store Horizontal scaling layers
- 15. Data store Automate with CloudFormation
- 16. Idea Develop Release Evaluate Iterate / Pivot Premature optimisation
- 17. Idea Develop Release Evaluate Iterate / Pivot Maximise value Elasticity. Price. Automation.
- 18. Idea Develop Release Evaluate Iterate / Pivot Release!
- 19. Idea Develop Release Evaluate Iterate / Pivot Release! Low initial cost/scale
- 20. Idea Develop Release Evaluate Iterate / Pivot S3 websites Release! Low initial Simple Email cost/scale Service
- 21. Idea Develop Release Evaluate Iterate / Pivot Scale Up and down
- 22. Data store
- 26. Metrics CPU, network, IO, custom
- 27. Metrics CPU, network, IO, custom CloudWatch alarms Set operational thresholds: IOPS, page load time
- 28. Metrics CPU, network, IO, custom CloudWatch alarms Set operational thresholds: IOPS, page load time Trigger autoscaling policy Adjust autoscaling groups within bounds Register with load balancer
- 29. Time-based scaling Pre-heat tiers for peak times or special event
- 30. Follow the Sun Heat and cool depending on time of day per location
- 32. CloudFront Data store Amazon S3 Static asset delivery
- 33. CloudFront Data store Amazon S3 Asynchronous processing Spot Background processing
- 34. Elastic Beanstalk Best practices. Fast deployment. Java and JVM.
- 35. Idea Develop Release Evaluate Iterate / Pivot Evaluate
- 36. Idea Develop Release Evaluate Iterate / Pivot Data based decision making
- 37. Idea Develop Release Evaluate Iterate / Pivot Analytics
- 38. Idea Develop Release Evaluate Iterate / Pivot Log analysis Social graph Analytics Click through
- 39. Idea Develop Release Evaluate Iterate / Pivot Hadoop
- 40. Idea Develop Release Evaluate Iterate / Pivot Elastic MapReduce
- 41. Idea Develop Release Evaluate Iterate / Pivot HDFS, Hive, Pig, Cascading
- 42. Idea Develop Release Evaluate Iterate / Pivot Dramatically lower barrier
- 43. Idea Develop Release Evaluate Iterate / Pivot Iterate OR Pivot
- 44. Idea Develop Release Evaluate Iterate / Pivot Develop
- 45. CloudFront Memcache Data store Amazon S3 Asynchronous processing Spot Caching
- 47. Database on Relational EC2 Database Service Data store NoSQL / SimpleDB NewSQL Datastore options
- 48. Idea Develop Release Evaluate Iterate / Pivot Release
- 49. Increase instance size Data store Vertical scaling
- 50. Increase instance number Horizontal scaling
- 52. Master-master Master- slave Horizontal scaling replication
- 53. A-G H-L M-Q R-Z Database sharding
- 54. MySQL Oracle Relational Database Service
- 55. Synchronous replication eu-west-1a eu-west-1b High availability. Multi-AZ.
- 56. Asynchronous replication Read replicas
- 57. Data store SimpleDB Highly available. Highly scalable.
- 58. Idea Develop Release Evaluate Iterate / Pivot Deployment patterns
- 59. Idea Develop Release Evaluate Iterate / Pivot Full stack
- 60. Traffic CNAME Web front end App servers Data store Full stack
- 61. Traffic CloudFormation CNAME Web front end App servers Data store Full stack
- 62. Traffic CloudFormation CNAME Web front end Web front end App servers App servers Data store Data store Full stack
- 63. Traffic New CNAME Web front end Web front end App servers App servers Data store Data store Full stack
- 64. Traffic New CNAME Web front end App servers Data store Full stack
- 65. Idea Develop Release Evaluate Iterate / Pivot AMI update
- 66. Idea Develop Release Evaluate Iterate / Pivot Commit Unit, Integration, Smoke Build AMI Deploy AMI
- 67. ELB ami-1923aof AMI update
- 68. ELB ami-1923aof ami-n943fo AMI update
- 69. ELB ami-n943fo AMI update
- 70. Idea Develop Release Evaluate Iterate / Pivot Pull
- 71. ELB Commit Release build Amazon S3 “Rolling thunder”
- 72. ELB Commit Release build Amazon S3 Reboot “Rolling thunder”
- 73. ELB Commit Release build v2 Amazon S3 Reboot “Rolling thunder”
- 74. ELB Commit Release build v2 v2 Amazon S3 Reboot “Rolling thunder”
- 75. ELB Commit Release build v2 v2 v2 Amazon S3 “Rolling thunder”
- 76. Idea Develop Release Evaluate Iterate / Pivot Push Chef, Puppet, Capistrano
- 77. ELB v2 v2 v2 Puppet Master Push deployments
- 78. ELB v2 v2 v2 Code Config Push deployments
- 79. Idea Develop Release Evaluate Iterate / Pivot Known fleet state
- 80. Idea Develop Release Evaluate Iterate / Pivot Continuous deployment
- 81. Idea Develop Release Evaluate Iterate / Pivot Flags and flippers
- 82. Idea Develop Release Evaluate Iterate / Pivot 10+
- 83. Idea Develop Release Evaluate Iterate / Pivot Elastic Beanstalk Environments. Versions. Rollbacks. Zero-downtime deploys.
- 84. Idea Develop Release Evaluate Iterate / Pivot Complimentary
- 85. Idea Develop Release Evaluate Iterate / Pivot Evaluate More data! More decisions!
- 86. Idea Develop Release Evaluate Iterate / Pivot Iterate OR Pivot
- 87. Idea Develop Release Evaluate Iterate / Pivot Accelerate the cycle
- 88. Idea Develop Release Evaluate Iterate / Pivot Keep iterating!
- 89. Thank you!
- 90. matthew@amazon.com @mza O N T W I T T E R
Hinweis der Redaktion
- Good morning, my name is X, I'm Y for Amazon Web Services, based in Singapore.\nToday we will talk about Cloud Computing, and explain to you why it's important to know about it.\n
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