Dynamic Provisioning and Capacity-Aware Scheduling for Local Storage
CNCF [Cloud Native Computing Foundation] via YouTube
Become an AI & ML Engineer with Cal Poly EPaCE — IBM-Certified Training
Learn AI, Data Science & Business — Earn Certificates That Get You Hired
Overview
AI, Data Science & Cloud Certificates from Google, IBM & Meta — 40% Off
One plan covers every Professional Certificate on Coursera. 40% off Coursera Plus Annual.
Unlock All Certificates
Learn about TopoLVM, a CSI plugin for local storage management in Kubernetes, and discover an upcoming Kubernetes enhancement proposal for capacity-aware scheduling in this 30-minute conference talk. Explore how local storage provides high I/O performance benefits for applications like Elasticsearch and MySQL, while understanding TopoLVM's comprehensive feature set including raw block volumes, resizing, and dynamic provisioning capabilities. Examine the current capacity-aware pod scheduling implementation through scheduler extenders and identify its key limitations: restricted admin installation rights and TopoLVM-specific functionality. Discover the proposed solution through KEP-4049: Storage Capacity Scoring of Nodes for Dynamic Provisioning, which aims to extend TopoLVM's scheduling logic to all CSI drivers without requiring scheduler extenders, making capacity-aware scheduling more accessible and universally applicable across Kubernetes environments.
Syllabus
Dynamic Provisioning and Capacity-Aware Scheduling for Local Storage - Yuma Ogami, Cybozu, Inc.
Taught by
CNCF [Cloud Native Computing Foundation]