Concept

Volcano: A Kubernetes-based system for HPW

Domain Frameworks :

• Deployment/Installation of framework in k8s
• Map framework’s terms/concepts into common concept, e.g. Job, Queue
• Enable related features for frameworks, e.g. gangscheduling for TensorFlow training

Common Service for high performance workload :

• Batch scheduling, e.g. fair-share, gang-scheduling
• Enhanced job management, e.g. multiple pod template, job dependency, job lifecycle management
• Alternative container runtime, e.g. Singularity
• Enhancement for heterogeneous computing
• Enhancement for high performance workload, e.g. performance, throughput