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Third International Symposium on Parallel and Distributed Computing/Third International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Networks (ISPDC/HeteroPar'04)
A Novel Dynamic Load Balancing Library for Cluster Computing
Cork, Ireland
July 05-July 07
ISBN: 0-7695-2210-6
ASCII Text
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Mahadevan Balasubramaniam, Kevin Barker, Ioana Banicescu, Nikos Chrisochoides, Jaderick P. Pabico, Ricolindo L. Cariño, "A Novel Dynamic Load Balancing Library for Cluster Computing," Parallel and Distributed Computing, International Symposium on, pp. 346-353, Third International Symposium on Parallel and Distributed Computing/Third International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Networks (ISPDC/HeteroPar'04), 2004.
 
 
BibTex
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@article{ 10.1109/ISPDC.2004.5,
author = {Mahadevan Balasubramaniam and Kevin Barker and Ioana Banicescu and Nikos Chrisochoides and Jaderick P. Pabico and Ricolindo L. Cariño},
title = {A Novel Dynamic Load Balancing Library for Cluster Computing},
journal ={Parallel and Distributed Computing, International Symposium on},
volume = {0},
year = {2004},
isbn = {0-7695-2210-6},
pages = {346-353},
doi = {http://doi.ieeecomputersociety.org/10.1109/ISPDC.2004.5},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Parallel and Distributed Computing, International Symposium on
TI - A Novel Dynamic Load Balancing Library for Cluster Computing
SN - 0-7695-2210-6
SP346
EP353
A1 - Mahadevan Balasubramaniam,
A1 - Kevin Barker,
A1 - Ioana Banicescu,
A1 - Nikos Chrisochoides,
A1 - Jaderick P. Pabico,
A1 - Ricolindo L. Cariño,
PY - 2004
KW - null
VL - 0
JA - Parallel and Distributed Computing, International Symposium on
ER -
 
Mahadevan Balasubramaniam, Mississippi State University
Kevin Barker, College of William and Mary
Ioana Banicescu, Mississippi State University
Nikos Chrisochoides, College of William and Mary
Jaderick P. Pabico, Mississippi State University
Ricolindo L. Cariño, Mississippi State University
In the last few years, research advances in dynamic scheduling at application and runtime system levels have contributed to improving the performance of scientific applications in heterogeneous environments. This paper presents the design and implementation of a library as a result of an integrated approach to dynamic load balancing. This approach combines the advantages of optimizing data migration via novel dynamic loop scheduling strategies with the advances in object migration mechanisms of parallel runtime systems. The performance improvements obtained by the use of this library have been investigated by its use in two scientific applications: the N-body simulations, and the profiling of automatic quadrature routines. The experimental results obtained underscore the significance of using such an integrated approach, as well as the benefits of using the library especially in cluster applications characterized by irregular and unpredictable behavior.
Citation:
Mahadevan Balasubramaniam, Kevin Barker, Ioana Banicescu, Nikos Chrisochoides, Jaderick P. Pabico, Ricolindo L. Cariño, "A Novel Dynamic Load Balancing Library for Cluster Computing," ispdc, pp.346-353, Third International Symposium on Parallel and Distributed Computing/Third International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Networks (ISPDC/HeteroPar'04), 2004
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