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.