
dstack
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| Fact | dstack | OpenPBS |
|---|---|---|
| Purpose | dstack is an open-source orchestration layer for AI workloads on heterogeneous accelerators, including GPU clouds, Kubernetes, VMs, and bare-metal clusters. | OpenPBS optimizes job scheduling and workload management in high-performance computing environments. |
dstack suits teams orchestrating AI workloads across different accelerator and infrastructure environments. It is also suited to users who want to configure workloads with YAML and manage resources through a CLI or HTTP API.
OpenPBS suits organizations operating HPC clusters, clouds, or supercomputers that need job scheduling and workload management. Academic and research facilities are among the groups that generally opt for its open-source license.