Paper Info
Title
Analysis of Large-Scale Distributed Information Systems
Abstract
In this paper, we study the effects of correlations between the inter-arrival times of different service classes. An analysis of distributed information systems reveals that such interclass correlations exist, in part because of the interactions between the server and its clients. To gain insight into the performance implications of these correlations, we formulate a general stochastic model that explicitly captures client-server interactions, and we derive a matrix-analysis analysis of a specific instance of the model. Our results illustrate and quantify the impact that such inter-class correlations can have on system performance.
Year
DOI
Venue
2000
10.1109/MASCOT.2000.876441
MASCOTS
Keywords
Field
DocType
information systems,interclass correlation,system performance,different service class,information system,performance implication,general stochastic model,inter-class correlation,inter-arrival time,captures client-server interaction,matrix-analysis analysis,information analysis,matrix analysis,stochastic model,database theory,stochastic processes,workstations,web server,client server,distributed databases,queueing theory
Information system,Matrix analysis,Computer science,Client server systems,Stochastic process,Theoretical computer science,Queueing theory,Stochastic modelling,Database theory,Distributed database,Distributed computing
Conference
ISBN
Citations 
PageRank 
0-7695-0728-X
0
0.34
References 
Authors
0
3
Name
Order
Citations
PageRank
Joseph Hellerstein12136252.24
T. S. Jayram2137375.87
Mark S. Squillante31366157.28