SkyPilot: Simple Orchestration of Workloads
summary
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
chapters (8)
- 0:00GPU orchestration
- 1:15What is SkyPilot
- 3:24SkyPilot architecture
- 4:27Defining and launching job
- 5:09Demo: cluster management
- 6:55Dashboard and multitenancy
- 8:00Demo: Ollama and Open Web UI
- 10:37Summary
related talks
17mSkyPilot: An Intercloud Broker for Sky Computing
16mSky Computing: Charting a New Course in AI Cloud Infrastructure
52mSky Computing
52mJoint Keynote Address
22mBeyond Single-Cluster Limits: Scaling GPU Workloads Across Kubernetes With…
33mAI Workspaces for the Modern Era – Kubeflow Notebooks v2
27mFrom Supercomputing to Serving: A Case Study Delivering Cloud Native Foundation Models
01h 24mRobust and End-to-End Cloud Native Machine Learning & Data Processing Platform
