
dstack
6.9#2 in gpu cluster management softwareFree planFree planWebAPILinuxmacOS
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| Fact | dstack | Koordinator |
|---|---|---|
| Purpose | dstack is an open-source orchestration layer for AI workloads on heterogeneous accelerators, including GPU clouds, Kubernetes, VMs, and bare-metal clusters. | Koordinator is a QoS-based scheduling system for efficient orchestration of microservices, AI and big-data workloads on Kubernetes. |
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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.
Koordinator suits teams running mixed Kubernetes workloads that need workload priorities, resource sharing and isolation. It also fits organizations that want to self-host scheduling and operations tooling.