~/talk

What We Learned Going Serverless

Talkat NDC Sydney 2020 · 2020-08-31..09-03· [serverless]
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Serverless implementation uses AWS services (API Gateway, AWS Lambda, S3, DynamoDB, Cognito, SQS, SNS, CloudFormation) to ingest 35,000 daily files; a load test of 1,000 small files triggers 9,000 function executions and never exceeds 68 queued messages, while a 3,000 large-file test (each 91 GB) averages 15 seconds per file. Infrastructure-as-code and CI/CD are mandatory. Estimated variable cost for 4 million files (≈12 TB/year) is about $462 annually plus $63 fixed, and the system meets scalability and cost goals.

AI-written summary · about

  1. 0:00Intro
  2. 2:27Evolution of system deployment techniques
  3. 7:57Benefits of Serverless: Inherently scalable
  4. 14:04Limitations of Serverless: Cold start
  5. 19:34Use Cases
  6. 27:41Case Study: Proposed Implementation
  7. 31:21Case Study: Managing Infrastructure
  8. 38:49The role of DevOps engineers
  9. 40:02QA for Serverless
  10. 41:20CI/CD pipelines for Serverless • Automated CVCD pipelines are essential for Serverless applications
  11. 44:41Summary
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