DocumentCode :
3046050
Title :
An algorithmic model for heterogeneous clusters: rationale and experience
Author :
Rosenberg, Arnold L.
Author_Institution :
Dept. of Comput. Sci., Massachusetts Univ., Amherst, MA, USA
fYear :
2004
fDate :
26-30 April 2004
Firstpage :
171
Abstract :
Summary form only given. By adding a computational component to the communication-oriented HiHCoHP model of Cappello et al., while specializing that model to a single heterogeneous cluster (HNOW, for short) built upon a single network, we obtain a model suitable for designing algorithms for an HNOW and analyzing these algorithms, either mathematically or via simulations. We describe this model and discuss the rationale for its detailed depiction of an HNOW´s features and for the way it represents those features. We review two algorithmic studies that attest to the model´s mathematical tractability and briefly discuss ongoing experimental work aimed at validating the model´s predictive value.
Keywords :
computational complexity; workstation clusters; algorithmic studies; communication-oriented HiHCoHP model; heterogeneous cluster; predictive value; Algorithm design and analysis; Analytical models; Clustering algorithms; Computational modeling; Computer networks; Computer science; Computer simulation; Mathematical model; Predictive models; Workstations;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Parallel and Distributed Processing Symposium, 2004. Proceedings. 18th International
Print_ISBN :
0-7695-2132-0
Type :
conf
DOI :
10.1109/IPDPS.2004.1303172
Filename :
1303172
Link To Document :
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