~/talk

SkyPilot: Simple Orchestration of Workloads

TalkinItalianat containerday 2025 · on Wednesday, 2025-11-05· [machine-learning]
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SkyPilot offers cloud-agnostic GPU orchestration that selects providers with cost awareness and uses simple YAML manifests. The tooling includes Sky Launch to start ephemeral clusters (example: one H200 and two L40S GPUs), a Sky Dashboard for multitenant visibility, and a manifest YAML with setup and run sections; the demo shows launching containers (Ollama and Open Web UI) and connecting via VS Code within minutes, with a brief connectivity hiccup.

AI-written summary · about

  1. 0:00GPU orchestration
  2. 1:15What is SkyPilot
  3. 3:24SkyPilot architecture
  4. 4:27Defining and launching job
  5. 5:09Demo: cluster management
  6. 6:55Dashboard and multitenancy
  7. 8:00Demo: Ollama and Open Web UI
  8. 10:37Summary
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