DoK Talks #78- Leverage AI, Big Data workload on Kubernetes with Volcano

Data on Kubernetes
Wed, Aug 25, 2021, 5:00 AM (PDT)

About this event

https://go.dok.community/slack

https://dok.community/

ABSTRACT OF THE TALK

Volcano is a system for running high-performance workloads on Kubernetes. It features powerful batch scheduling capability that Kubernetes cannot provide but is commonly required by many classes of high-performance workloads, including Machine Learning, Deep Learning, Big Data, Bioinformatics Computing, etc. These types of workloads typically run on generalized domain frameworks like TensorFlow, Spark, PyTorch, MPI, etc. In this talk, Kevin will introduce how Volcano is integrated with these frameworks to allow users to run their applications without extra adaptation efforts while enjoying remarkable batch scheduling.

Speaker


Host

  • Bart Farrell

    Bart Farrell

    Data on Kubernetes

    Community Builder

    See Bio

Organizers