How To Get Better Workload Balancing | CoreWeave
May 20, 2026
Summary
This post introduces SUNK (Slurm on Kubernetes) as a solution to unify training and inference workloads onto a single cluster, improving GPU infrastructure utilization and simplifying management. It highlights how SUNK enables flexible resource allocation between these traditionally separate workloads, leading to simplified scaling, faster time-to-market, and reduced operational overhead by eliminating the need for separate cluster environments. The post also emphasizes the ease of use and support provided for SUNK.