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Multi-cluster computing interconnection network performance modeling and analysis

delete2009-07-01
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OA
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B
Bahman Javadi *
M
Mohammad Kazem Akbari
J
Jemal Abawajy
DOI:10.1016/j.future.2008.07.010delete
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Abstract

Abstract

En 中文
The overall performance of a distributed system often depends on the effectiveness of its interconnection network. Thus, the Study of the communication networks for distributed systems - which is the focus of this paper - is very important. In particular, we address the problem of fat-tree based interconnection networks performance modeling for multi-user heterogeneous multi-cluster computing systems. To this end, we present an analytical model and validate the model through comprehensive Simulation. The results of the simulation demonstrate that the proposed model exhibits a good degree Of accuracy for various system organizations and under different working conditions. On the basis of the validated model, we propose an adaptive assignment function based on the existing heterogeneity of the system to minimize multi-user environment overhead. (C) 2008 Elsevier B.V. All rights reserved.
Keywords:
Analytical modeling
Performance analysis
Multi-cluster
Multi-user
Heterogeneity
Interconnection network
Latency
Throughput
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Journal

F
Future Generation Computer Systems-The International Journal of eScience
IF:
6.1
Papers:
6.8K
Citations:
2.3W

Organization

A
Amirkabir University of Technology
Scholars:
1.1W
Papers: 1.1W
Citations: 1.0W
D
Deakin University
Scholars:
2.0W
Papers: 2.1W
Citations: 2.8W