Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Okapi - Decoupling Data Striping and Redundancy Grouping in Cluster File Systems

USENIX via YouTube

Overview

Coursera Flash Sale
40% Off Coursera Plus for 3 Months!
Grab it
Learn about a novel cluster file system architecture through this 17-minute conference presentation that introduces Okapi, a system that separates data striping from redundancy grouping to optimize both performance and durability. Explore how traditional cluster file systems couple data distribution mechanisms, creating significant inefficiencies, and discover Okapi's innovative approach to decoupling these functions. Understand how this separation enables independent optimization of IO efficiency through configurable data striping and durability through flexible redundancy grouping based on reliability and space efficiency goals. Examine the system's ability to dynamically change erasure coding schemes in response to data temperature or disk failure rate changes without requiring data rewrites. Gain insights from the evaluation of an Okapi prototype that demonstrates the practical benefits of this decoupled architecture for modern distributed storage systems.

Syllabus

OSDI '25 - Okapi: Decoupling Data Striping and Redundancy Grouping in Cluster File Systems

Taught by

USENIX

Reviews

Start your review of Okapi - Decoupling Data Striping and Redundancy Grouping in Cluster File Systems

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.