~/talk

How Route enables always-on data for over 1 billion+ orders

Talkat RoachFest 2024: Menlo Park · on Thursday, 2024-06-13· [databases]
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Route runs self-hosted CockroachDB on AWS ECS to serve over 1 billion+ orders, scaling from 3x nodes and 12x CPU to ~52 TB storage with no data migrations or downtime. Architecture uses tagged EBS volume groups, multiple stores per node, autoscaling EC2 instances and custom user-data tooling to reattach volumes, letting ranges re-replicate after drive failure. Operational practices: patches without maintenance windows, changefeeds to S3 for analytics separation, covering indexes and SQL Insights, and enterprise support to tune the optimizer.

AI-written summary · about

  1. 0:00Introduction
  2. 0:17CockroachDB vs Traditional SQL DB: What happens during a storage failure?
  3. 0:42How typical SQL DBs handle storage failure
  4. 2:03How CockroachDB handles a storage failure
  5. 3:25Who is Bryan Call?
  6. 4:30What does Route do?
  7. 5:09How does CockroachDB help deliver on Route's mission?
  8. 6:32Scalability in CockroachDB
  9. 7:49Route's journey with CockroachDB: A Marathon
  10. 8:55Scaling without data migrations or downtime
  11. 9:30How a resilient database can increase revenue
  12. 12:10CockroachDB architecture at Route
  13. 13:17Running CockroachDB self-hosted in AWS using ECS
  14. 16:17CockroachDB tips and tricks
  15. 18:03How database resilience leads to customer satisfaction
  16. 19:28CockroachDB vs DynamoDB
  17. 20:08CockroachDB vs Traditional SQL
  18. 20:29Why should you choose CockroachDB?
  19. 20:55Query best practices
  20. 22:43When to use covering indexes
  21. 23:44Pros and cons of covering indexes
  22. 24:54Challenges with CockroachDB
  23. 26:34The biggest benefits
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