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CNCF [Cloud Native Computing Foundation]

Spark on Kubernetes: Building an Elastic Service - Apple's Approach

CNCF [Cloud Native Computing Foundation] via YouTube

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Overview

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This talk examines the architecture of a large-scale Spark service on Kubernetes and its production autoscaling approach. It discusses multi-tenant capacity controls, physical isolation, and bin-packing to improve CPU and memory utilization.

Syllabus

Introduction
Bowen Li Apple
Outline
Why Cloud
Design Principles
Elastic Spark Architecture
Open Source
Node Groups Layout
Cluster Autoscaling
Production Status
Key takeaways
Whats next

Taught by

CNCF [Cloud Native Computing Foundation]

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