~/talk

Is Kepler Accurate on Specific Platforms?

name:Jie Ren
linkedin:jie-ren
name:Ken Lu
links:none on file
slides:none on file

Introduces a fully automated, platform-independent validation framework for Kepler (Kubernetes Efficient Power Level Exporter) that supplements Kepler’s current white-box unit and integration tests by enabling hardware-specific validation. The framework integrates vendor-specific validation cases, runs on arbitrary runner systems, and produces test reports to evaluate support and identify platform gaps and limitations—with a focus on assessing the accuracy of Kepler’s power ratio and power estimation models using eBPF-collected metrics exported to Prometheus.

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