Shanghai, China
June 24–26, 2019
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Tuesday, June 25 • 19:00 - 19:20
Volcano: Running AI/DL workload on Kubernetes - Da Ma, Huawei

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Kubernetes started as a general purpose orchestration framework with a focus on serving jobs. But as it gains popularity, users want to run AI/DL workloads on Kubernetes, such as TensorFlow, PyTorch etc. When running these workloads on Kubernetes, several advanced capability are required, e.g. fair-share sharing, queue, job management (suspend/resume), data management. This talk will demonstrate how to use volcano to bring "batch" capability.

avatar for Klaus Ma

Klaus Ma

Architect, @huawei-cloudnative
Team leader, system architect, designer, software developer with 10+ years of experience across a variety of industries and technology bases, including cloud computing, machine learning, bigdata and financial services.Founder of Volcano & kube-batch, Kubernetes SIG-Scheduling Emeritus... Read More →

Tuesday June 25, 2019 19:00 - 19:20 CST
Demo Theater, Sponsor Showcase
  Demo Theater
  • Link to Session Recording N/A