~/talk

Kepler Watt Store: Kepler Software Watt Watcher Store

Talkat PROPL 2024 · on Saturday, 2024-01-20· [kubernetes]
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github:rootfs
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Kepler Watt Store packages Kepler and Peaks into concrete tools: Kepler (eBPF → Prometheus) exports per-process/container/pod power using RAPL, NVML, ACPI, Redfish/IPMI or regression-trained models and runs on bare metal and VMs; Peaks (ML-based scheduler) uses pre-trained models mapping node utilization to power to pack workloads and report lower cluster power than Kubernetes’ default spread; prototypes include CI GitHub Actions and a Quarkus extension for local dev power profiling; Kepler is a CNCF Sandbox project and IBM/Intel have used it for architecture comparisons.

AI-written summary · about

  1. 0:00Kepler Watt Store intro
  2. 2:58Software power consumption
  3. 7:24Kepler’s cloud sustainability
  4. 11:40Kepler Watt Store tools
  5. 14:10Power monitoring in dev
  6. 16:19CI energy checks
  7. 17:03Runtime monitoring with Kepler
  8. 17:44Peaks power-efficient scheduling
  9. 19:32Sustainable software approach
  10. 20:35Q&A language integration
  11. 22:47Real efficiency improvements
  12. 24:12Emissions-aware scheduling roadmap
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