Paper Info
Title
Profiling and analyzing the I/O performance of NoSQL DBs
Abstract
The advent of the so-called NoSQL databases has brought about a new model of using storage systems. While traditional relational database systems took advantage of features offered by centrally-managed, enterprise-class storage arrays, the new generation of database systems with weaker data consistency models is content with using and manag- ing locally attached individual storage devices and providing data reliability and availability through high-level software features and protocols. This tutorial aims to review the architecture of selected NoSQL DBs to lay the foundations for understanding how these new DB systems behave. In particular, it focuses on how (in)efficiently these new systems use I/O and other resources to accomplish their work. The tutorial examines the behavior of several NoSQL DBs with an emphasis on Cassandra - a popular NoSQL DB system. It uses I/O traces and resource utilization profiles captured in private cloud deployments that use both dedicated directly attached storage as well as shared networked storage.
Year
DOI
Venue
2013
10.1145/2465529.2479782
SIGMETRICS
Keywords
Field
DocType
o performance,individual storage device,new db system,enterprise-class storage array,nosql dbs,storage system,new model,new generation,popular nosql db system,new system,networked storage
Disk array,Profiling (computer programming),Computer science,Input/output,NoSQL,Software,Relational database management system,Database,Cloud computing,Distributed computing,Data consistency
Conference
Volume
Issue
ISSN
41
1
0163-5999
Citations 
PageRank 
References 
3
0.39
0
Authors
1
Name
Order
Citations
PageRank
Jiri Schindler141126.82