YoVDO

ParaSwift - File I/O Trace Modeling for the Future

Offered By: USENIX via YouTube

Tags

LISA (Large Installation System Administration) Conference Courses Bloom Filters Courses File I/O Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore a 16-minute conference talk from USENIX LISA14 that introduces ParaSwift, an innovative algorithm for modeling file I/O traces. Delve into the challenges of managing large-scale traces and the growing importance of trace modeling in system design and testing. Discover how ParaSwift addresses the complexities of modeling file traces, including meta-data operations and stateful NFS operation semantics. Learn about the unified framework that enables modeling and replaying of both NFS and SAN workloads. Examine the efficient resource consumption approach using Bloom Filter-based sampling techniques. Gain insights into the algorithm's verification process using real customer traces and its low modeling error rates.

Syllabus

LISA14 - ParaSwift: File I/O Trace Modeling for the Future


Taught by

USENIX

Related Courses

Algorithms for Big Data
Indian Institute of Technology Madras via Swayam
Graph Search, Shortest Paths, and Data Structures
Stanford University via Coursera
Algorithms for Searching, Sorting, and Indexing
University of Colorado Boulder via Coursera
Advanced SQL for Data Scientists
LinkedIn Learning
Cassandra Data Modeling Essential Training
LinkedIn Learning