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CNCF [Cloud Native Computing Foundation]

Embracing Multi-Tenancy While Scaling MLOps

CNCF [Cloud Native Computing Foundation] via YouTube

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This talk examines the needs and challenges of multi-tenancy in MLOps, including workflow and data isolation, resource quotas, role-based access control, and shared artifact repositories. It demonstrates using Flyte to help teams operate in isolation while sharing resources.

Syllabus

Embracing Multi-Tenancy While Scaling MLOps - Shivay Lamba, WASMEdge & Rohit Ghumare, Independent

Taught by

CNCF [Cloud Native Computing Foundation]

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