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

Data on Kubernetes
Wed, Aug 25, 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

  • Kevin (Zefeng) Wang

    Kevin (Zefeng) Wang

    Shanghai Huawei Technologies Co., Ltd.

    Lead of Cloud Native Open Source Team

    Kevin Wang is a contributor in the CNCF community since its beginning, leader of the cloud native open source team at Huawei, and co-founder of the KubeEdge and Volcano projects. Kevin has contributed to Kubenretes upstream for years and now spends 100% of his work and focus on wider open source cloud native community development.

    Read More

  • Host

  • Bart Farrell

    Bart Farrell

    Data on Kubernetes

    Community Builder

    See Bio
  • Organizers

  • Ihor Dvoretskyi

    Ihor Dvoretskyi

    Cloud Native Computing Foundation

    Organizer

    View Profile
  • Bart Farrell

    Bart Farrell

    Data on Kubernetes Community

    Organizer

    View Profile
  • Melissa Logan

    Melissa Logan

    Organizer

    View Profile
  • Diogenese Topper

    Diogenese Topper

    Organizer

    View Profile
  • Iker Arce

    Iker Arce

    Organizer

    View Profile