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12th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems (MASCOTS'04)
Comparison of Predictive Techniques in Cluster-Based Network Servers with Resource Allocation
Volendam, The Netherlands
October 04-October 08
ISBN: 0-7695-2251-3
ASCII Text
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Katja Gilly, Salvador Alcaraz, Carlos Juiz, Ramon Puigjaner, "Comparison of Predictive Techniques in Cluster-Based Network Servers with Resource Allocation," Modeling, Analysis, and Simulation of Computer Systems, International Symposium on, pp. 545-552, 12th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems (MASCOTS'04), 2004.
 
 
BibTex
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@article{ 10.1109/MASCOT.2004.1348311,
author = {Katja Gilly and Salvador Alcaraz and Carlos Juiz and Ramon Puigjaner},
title = {Comparison of Predictive Techniques in Cluster-Based Network Servers with Resource Allocation},
journal ={Modeling, Analysis, and Simulation of Computer Systems, International Symposium on},
volume = {0},
year = {2004},
issn = {1526-7539},
pages = {545-552},
doi = {http://doi.ieeecomputersociety.org/10.1109/MASCOT.2004.1348311},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Modeling, Analysis, and Simulation of Computer Systems, International Symposium on
TI - Comparison of Predictive Techniques in Cluster-Based Network Servers with Resource Allocation
SN - 1526-7539
SP545
EP552
A1 - Katja Gilly,
A1 - Salvador Alcaraz,
A1 - Carlos Juiz,
A1 - Ramon Puigjaner,
PY - 2004
KW - null
VL - 0
JA - Modeling, Analysis, and Simulation of Computer Systems, International Symposium on
ER -
 
Katja Gilly, Universidad Miguel Hernández
Salvador Alcaraz, Universidad Miguel Hernández
Carlos Juiz, Universitat de les Illes Balears
Ramon Puigjaner, Universitat de les Illes Balears
Predictive algorithms play a crucial role in system management by alerting to future events that may degrade the global performance of the system. Our paper proposes a predictive algorithm for a web switch that manages a cluster of web servers. Several throughput predictive techniques have been studied to dynamically balance the workload according to a predetermined quality of service for different types of users, and finally we have obtained the best that fits in our algorithm. In order to reduce the checking time, estimations are only computed in a variable slot scheduling.
Citation:
Katja Gilly, Salvador Alcaraz, Carlos Juiz, Ramon Puigjaner, "Comparison of Predictive Techniques in Cluster-Based Network Servers with Resource Allocation," mascots, pp.545-552, 12th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems (MASCOTS'04), 2004
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