YoVDO

Combining Buffered I/O and Direct I/O in Distributed File Systems

Offered By: USENIX via YouTube

Tags

Distributed File Systems Courses High Performance Computing Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore a 22-minute conference talk from USENIX FAST '24 that delves into combining buffered I/O and direct I/O in distributed file systems. Learn about the advantages and disadvantages of both I/O modes in high-performance computing applications. Discover a novel approach that dynamically switches between buffered and direct I/O based on factors such as I/O size, file lock contention, and memory constraints. Examine the implementation of this technique in the Lustre client and server, including additional features like delayed allocation. Understand how this approach significantly improves throughput, achieving up to 3 times higher performance than the original Lustre and outperforming other distributed file systems by up to 13 times under various conditions and real-world workloads.

Syllabus

FAST '24 - Combining Buffered I/O and Direct I/O in Distributed File Systems


Taught by

USENIX

Related Courses

High Performance Computing
Georgia Institute of Technology via Udacity
Введение в параллельное программирование с использованием OpenMP и MPI
Tomsk State University via Coursera
High Performance Computing in the Cloud
Dublin City University via FutureLearn
Production Machine Learning Systems
Google Cloud via Coursera
LAFF-On Programming for High Performance
The University of Texas at Austin via edX