Enabling HPC & ML Workloads with the Latest Kubernetes Job Features
33 min

Enabling HPC & ML Workloads with the Latest Kubernetes Job Features

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Michał Woźniak Vanessa Sochat
kubernetes kubernetes-jobs hpc machine-learning ml batch-processing distributed-systems indexed-jobs pod-failure-policy flux-operator cncf
Scheduling Framework: Batch Extensions with Apache YuniKorn
40 min

Scheduling Framework: Batch Extensions with Apache YuniKorn

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Wilfred Spiegelenburg Peter Bacsko
kubernetes apache-yunikorn scheduling batch-processing data-processing gang-scheduling quota-management hpc cloud-computing distributed-systems
WG Batch: What's New and What Is Next?
41 min

WG Batch: What's New and What Is Next?

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Swati Sehgal Aldo Culquicondor
kubernetes batch-workloads job-api job-queueing kueue hpc ai-ml data-analytics cicd specialized-hardware topology-aware-scheduling nrt-api
Python Meets Heterogeneous Computing
59 min

Python Meets Heterogeneous Computing

PyCon - PyCon US 2023
William Cunningham Santosh Kumar Radha
python heterogeneous-computing distributed-computing gpu quantum-computing hpc workflow-orchestration performance-optimization cloud-hpc open-source-tools data-science machine-learning