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Classroom Contents
Volcano: Introduction and Deep Dive into High-Performance Workload Management on Kubernetes
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- 1 Intro
- 2 Cloud Native for Intelligent Workload
- 3 Batch on K8s: Challenges
- 4 Volcano Overview
- 5 Key Concept
- 6 Job management
- 7 Resource management-Queue
- 8 Dynamic resource sharing between queues
- 9 Fair share within Queue
- 10 Case: hierarchical queue
- 11 Scheduling policy in Volcano
- 12 Scenario: Elastic scheduling
- 13 Scenario: Topology awareness
- 14 Scenario: SLA scheduling
- 15 Scenario: CPU Topology awareness
- 16 Scenario: batch scheduler for Spark
- 17 Scenario: Co-location and oversubscription
- 18 Scenario: Big scale cluster: 10k nodes, 1 million Pod
- 19 Use Case: Al platform at Xiaohongshu
- 20 Use Case: Batch at Ruitian investment
- 21 Community
- 22 Release
