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Extracting the Last Microseconds of Performance From Co...

Talkat Cloud Native Telco Day 2026 · on Monday, 2026-03-23· [cloud-infrastructure]
slides:none on file

Claim: combining a container-specific Linux scheduler with CPU C‑state and frequency controls cuts wake‑up latency up to 99% in their tests. Implementation: a Node Resource Interface plugin set using containerd + OCI runtime spec and topology-aware balloons defined by CRDs to pin CPUs, set CPUfreq/C‑states and IO/scheduling classes. Benchmarks: cyclic sleep/wake tests on idle machines show a typical 15–20% improvement from scheduling class alone and down to ~2% of baseline jitter with full tuning. All plugins and tests are published and work as described.

AI-written summary · about

  1. 0:00Real-time performance challenges
  2. 2:29Jitter reduction limits
  3. 3:33Linux & Kubernetes tools
  4. 4:59Node Resource Interface (NRI)
  5. 6:44NRI Balloons plugin
  6. 8:49OCI runtime controls
  7. 11:59Latency benchmarks
  8. 17:33Jitter reduction analysis
  9. 18:37Balloon configuration
  10. 20:26Hardware & kernel tuning
  11. 21:51NRI plugins & community
  12. 23:58Q&A testing methods
  13. 24:39NRI vs isolated cores
  14. 26:25Bare metal vs containers
  15. 27:29Q&A performance trade-offs
  16. 31:24Closing remarks
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