~/talk

Boosting Cost Efficiency by Cost Aware Architecture

Talkat hayaData 2024 · on Tuesday, 2024-09-24· [cloud-infrastructure, data-engineering]
slides:none on file

Claims a 40% cost reduction by changing storage layout and instance choice, with concrete numbers: analysis of cost per TB-month and cost per million writes shows PUT and metadata charges drive spend, so consolidating many small objects into fewer large ones and selecting Infrequent Access / Glacier Deep Archive tiers cuts storage and operation bills; tagging with AWS Cost and Usage Report reveals hot paths; switching to r6gd2 instances yields ~24% compute savings. Trade-off is modest added retrieval complexity and slightly higher access latency.

AI-written summary · about

  1. 0:00Introduction
  2. 1:11Cost drivers in cloud
  3. 3:00Cost optimization phases
  4. 6:14Storage tier trade-offs
  5. 10:55Architecture redesign example
  6. 13:04Choosing the right database
  7. 14:30Managed vs self-hosted
  8. 15:35Key takeaways
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