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Anyscale Machine Pools
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Anyscale's Vision and Ray AI Compute Engine - Future of AI Scaling
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- 1 The keynote begins by addressing the growing "AI Complexity Wall"—a challenge arising from five key trends in AI:
- 2 To break through this wall, Stoica and Nishihara introduce Ray as the AI Compute Engine—a solution that supports any AI/ML workload, handles diverse data types and model architectures, optimizes res…
- 3 Compiled Graphs
- 4 Ray Data, now generally available
- 5 Significant stability improvements to Ray, including 4x supported nodes
- 6 RayTurbo: Anyscale's Optimized Ray Runtime
- 7 Anyscale Machine Pools
- 8 Anyscale's Kubernetes Operator
- 9 Anyscale's Advanced Instance Manager
- 10 Anyscale Governance Suite
- 11 Reimagined Anyscale UX
- 12 Anyscale LLM Suite
- 13 Anyscale availability on AWS and GCP marketplaces
