~/talk

Accelerate data sharing among serverless containers with Amazon EFS

Talkat AWS Pi Week 2021 · 2021-03-15..03-18· [serverless, cloud-infrastructure]
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slides:none on file

Shared Amazon EFS provides a regional, serverless POSIX file system that mounts into Lambda, Fargate and Kubernetes, auto‑scales and supports tens of thousands of concurrent clients with gigabytes‑per‑second throughput and 3 GB/s provisioned throughput for heavy cold‑start ML models; IAM enforces mount rights and EFS access points for POSIX identity map containers/functions to specific uid/gid and directories; recent changes claim 5× IOPS, 2× per‑client throughput, 3× read throughput, 3× lower latency; One Zone cuts cost ~47% and IA tiers save up to 92%.

AI-written summary · about

  1. 0:00Introduction to EFS with serverless
  2. 3:07What is Amazon EFS
  3. 5:14When to use EFS with serverless
  4. 8:29Content management use cases
  5. 11:19Machine learning with EFS
  6. 14:55Data pipelines and file operations
  7. 16:39Security and identity setup
  8. 23:21Mounting EFS in containers
  9. 24:26EFS with Kubernetes CSI
  10. 25:50Q&A on throughput for ML
  11. 27:40Best practices and closing
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