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Analysis of multi-cluster computing systems with processor heterogeneity

Javadi, Bahman, Akbari, Mohammad K. and Abawajy, Jemal 2006, Analysis of multi-cluster computing systems with processor heterogeneity, in CSICC 2006 : Proceedings of the 11th International CSI (Computer Society of Iran) Computer Conference, Institute for Studies in Theoretical Physics & Mathematics (IPM), Tehran, Iran, pp. 1-8.

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Title Analysis of multi-cluster computing systems with processor heterogeneity
Author(s) Javadi, Bahman
Akbari, Mohammad K.
Abawajy, Jemal
Conference name International CSI (Computer Society of Iran) Computer Conference (11th : 2006 : Tehran, Iran)
Conference location Tehran, Iran
Conference dates January 24-26 2006
Title of proceedings CSICC 2006 : Proceedings of the 11th International CSI (Computer Society of Iran) Computer Conference
Editor(s) [Unknown]
Publication date 2006
Conference series International CSI Computer Conference
Start page 1
End page 8
Publisher Institute for Studies in Theoretical Physics & Mathematics (IPM)
Place of publication Tehran, Iran
Keyword(s) analytical modeling
multi-cluster
heterogeneity
validation
Summary This paper addresses the problem of performance modeling of heterogeneous multi-cluster computing systems. We present an analytical model that can be employed to explore the effectiveness of different design approaches so that one can have an intelligent choice during design and evaluation of a cost effective large-scale heterogeneous distributed computing system. The proposed model considers stochastic quantities as well as processor heterogeneity of the target system. The analysis is based on a parametric fat-tree network, the m-port n-tree, and a deterministic routing algorithm. The correctness of the proposed model is validated through comprehensive simulation of different types of clusters.
Notes Reproduced with the specific permission of the copyright owner.Reproduced with the specific permission of the copyright owner.
Language eng
Field of Research 080611 Information Systems Theory
Socio Economic Objective 970108 Expanding Knowledge in the Information and Computing Sciences
HERDC Research category E1 Full written paper - refereed
ERA Research output type E Conference publication
Copyright notice ©2006, IPM
Persistent URL http://hdl.handle.net/10536/DRO/DU:30009765

Document type: Conference Paper
Collections: School of Engineering and Information Technology
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