1 All rights reserved RunAI. No part of this content may be used without express permission of RunAI Kubernetes Architecture for Data Science Workloads The first section of this whitepaper explains how Kubernetes Architecture as a platform for containerized AI workloads came to be used inside many companies. The guide explains some of the things to consider when implementing Kubernetes architecture to orchestrate AI workloads. • Kubernetes Overview • Kubernetes Architecture • How Kubernetes Addresses Data Science Challenges • Considerations for Successful Kubernetes Architecture for AI Workloads The second section of this guide explains the basics of Kubernetes scheduling. The guide explains how Kubernetes, the de-facto choice for container orchestration, is not suited for scheduling a

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