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CNCF [Cloud Native Computing Foundation]

Embracing Multi-Tenancy While Scaling MLOps

CNCF [Cloud Native Computing Foundation] via YouTube

Overview

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This talk covers 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 how open-source tools such as Flyte can support these capabilities across teams.

Syllabus

Embracing Multi-Tenancy While Scaling MLOps - Shivay Lamba & Shivanshu Raj Shrivastava

Taught by

CNCF [Cloud Native Computing Foundation]

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