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White paper: Large-scale cluster management at Google with Borg

August 25, 2023 · Code of Architecture · IT Fest Kazan

A special Code of Architecture episode from IT Fest in Kazan: a discussion of Google's Borg white paper, covering large-scale cluster management, workload scheduling, resource utilization, reliability, and the engineering practices behind modern infrastructure platforms.

Participants

  • Alexander Polomodov
  • Salikh Fakhrutdinov · Senior SRE · Tinkoff Origination Platform

Discussion focus

  1. 01Why did Google need a unified cluster management system at Borg scale?
  2. 02How does Borg place workload, manage resources, and improve infrastructure utilization?
  3. 03Which reliability, resilience, and self-healing mechanisms are built into the platform?
  4. 04How are SRE practices connected with the architecture of a cluster manager?
  5. 05Which Borg ideas influenced Kubernetes and modern platform teams?
  6. 06What parts of Google's approach can be transferred to large product companies?