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
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