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Linux Foundation

Greening the AI Cloud - Validating Power Models for Kubernetes Containers

Linux Foundation via YouTube

Overview

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This presentation introduces Kepler, a framework for estimating machine learning power consumption at the process, container, Kubernetes pod, and job levels. It demonstrates creating an environment-specific power model and validating its accuracy.

Syllabus

Greening the AI Cloud: Validating Power Models for Kubernetes Containers - Marcelo Amaral

Taught by

Linux Foundation

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