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CNCF [Cloud Native Computing Foundation]

A Full-Scenario Colocation of Workloads Based on Kubernetes

CNCF [Cloud Native Computing Foundation] via YouTube

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Overview

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课程介绍如何基于 Kubernetes 混部在线服务和离线作业，以提高资源利用率并保障在线服务 SLO。内容涵盖资源预测、隔离、干扰检测及离线作业驱逐，也介绍了通过 eBPF 收集内核级指标来检测干扰。

Syllabus

Intro
Why colocation
Make the colocation better
Colocation on K8s — Caelus
Principles on kubernetes
Full-scenario colocation
Resource prediction
Prediction algorithms
Cgroup hierarchy
Resource isolation
Interference detection
Resource load detection
RT detection
Function detection
Interference handling
Improve resource utilization
Run more offline jobs
Results

Taught by

CNCF [Cloud Native Computing Foundation]

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