Analytical network modeling of heterogeneous large-scale cluster systems

Bahman Javadi, Jemal H. Abawajy, Mohammad K. Akbari, Saeid Nahavandi

Research output: Chapter in Book / Conference PaperConference Paperpeer-review

Abstract

The study of the communication networks for distributed systems is very important, since the overall performance of these systems is often depends on the effectiveness of its communication network. In this paper, we address the problem of networks modeling for heterogeneous large-scale cluster systems. We consider the large-scale cluster systems as a typical cluster of clusters system. Since the heterogeneity is becoming common in such systems, we take into account network as well as cluster size heterogeneity to propose the model. To this end, we present an analytical network model and validate the model through comprehensive simulation. The results of the simulation demonstrated that the proposed model exhibits a good degree of accuracy for various system organizations and under different working conditions.

Original languageEnglish
Title of host publication2006 IEEE International Conference on Cluster Computing, Cluster 2006
DOIs
Publication statusPublished - 2006
Externally publishedYes
Event2006 IEEE International Conference on Cluster Computing, Cluster 2006 - Barcelona, Spain
Duration: 25 Sept 200628 Sept 2006

Publication series

NameProceedings - IEEE International Conference on Cluster Computing, ICCC
ISSN (Print)1552-5244

Conference

Conference2006 IEEE International Conference on Cluster Computing, Cluster 2006
Country/TerritorySpain
CityBarcelona
Period25/09/0628/09/06

Keywords

  • Analytical model
  • Cluster of clusters
  • Heterogeneous networks
  • Latency
  • Network modeling

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