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CNCF [Cloud Native Computing Foundation]

Elevating Kubeflow Spark Operator's Future: Best Practices and Enhancements

CNCF [Cloud Native Computing Foundation] via YouTube

Overview

Learn advanced deployment and management techniques for Apache Spark on Kubernetes in this conference talk by Kubeflow Spark Operator project maintainers. Discover essential scaling strategies, performance optimization best practices, and insights into the project's migration from Google to Kubeflow. Master multi-tenancy implementation, handle multiple Spark Operator instances for large-scale deployments, implement robust security measures, and execute seamless upgrades. Gain practical knowledge for optimizing data processing pipelines, making them more efficient, reliable, and secure. Designed for Data, ML, DevOps, and MLOps professionals seeking to enhance their Spark on Kubernetes expertise.

Syllabus

Elevating Kubeflow Spark Operator's Future: Best Practices and Enhanceme... Vara Bonthu & Chaoran Yu

Taught by

CNCF [Cloud Native Computing Foundation]

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