Analytical interconnection networks model for multi-cluster computing systems

Bahman Javadi; Jemal H. Abawajy; Mohammad K. Akbari

Analytical interconnection networks model for multi-cluster computing systems

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

Research output: Chapter in Book / Conference Paper › Conference Paper › peer-review

2 Citations (Scopus)

Abstract

This paper addresses the problem of interconnection networks performance modeling of large-scale distributed systems with emphases on multi-cluster computing systems. The study of interconnection networks is important because the overall performance of a distributed system is often critically hinged on the effectiveness of its interconnection network. We present an analytical model that considers stochastic quantities as well as processor heterogeneity of the target system. The model is validated through comprehensive simulation, which demonstrates that the proposed model exhibits a good degree of accuracy for various system sizes and under different operating conditions.

Original language	English
Title of host publication	Proceedings of ASMTA 2006
Subtitle of host publication	13th International Conference on Analytical and Stochastic Modelling Techniques and Applications
Pages	37-42
Number of pages	6
Publication status	Published - 2006
Externally published	Yes
Event	13th International Conference on Analytical and Stochastic Modelling Techniques and Applications, ASMTA 2006 - Bonn, Germany Duration: 28 May 2006 → 31 May 2006

Publication series

Name	Proceedings of ASMTA 2006: 13th International Conference on Analytical and Stochastic Modelling Techniques and Applications

Conference

Conference	13th International Conference on Analytical and Stochastic Modelling Techniques and Applications, ASMTA 2006
Country/Territory	Germany
City	Bonn
Period	28/05/06 → 31/05/06

Keywords

Analytical modeling
Communication network
Latency
Multi-cluster
Performance analysis

Cite this

Javadi, B., Abawajy, J. H., & Akbari, M. K. (2006). Analytical interconnection networks model for multi-cluster computing systems. In Proceedings of ASMTA 2006: 13th International Conference on Analytical and Stochastic Modelling Techniques and Applications (pp. 37-42). (Proceedings of ASMTA 2006: 13th International Conference on Analytical and Stochastic Modelling Techniques and Applications).

Javadi, Bahman ; Abawajy, Jemal H. ; Akbari, Mohammad K. / Analytical interconnection networks model for multi-cluster computing systems. Proceedings of ASMTA 2006: 13th International Conference on Analytical and Stochastic Modelling Techniques and Applications. 2006. pp. 37-42 (Proceedings of ASMTA 2006: 13th International Conference on Analytical and Stochastic Modelling Techniques and Applications).

@inproceedings{64fe1339599647f6bf17b47707d3820e,

title = "Analytical interconnection networks model for multi-cluster computing systems",

abstract = "This paper addresses the problem of interconnection networks performance modeling of large-scale distributed systems with emphases on multi-cluster computing systems. The study of interconnection networks is important because the overall performance of a distributed system is often critically hinged on the effectiveness of its interconnection network. We present an analytical model that considers stochastic quantities as well as processor heterogeneity of the target system. The model is validated through comprehensive simulation, which demonstrates that the proposed model exhibits a good degree of accuracy for various system sizes and under different operating conditions.",

keywords = "Analytical modeling, Communication network, Latency, Multi-cluster, Performance analysis",

author = "Bahman Javadi and Abawajy, \{Jemal H.\} and Akbari, \{Mohammad K.\}",

year = "2006",

language = "English",

isbn = "9780955301803",

series = "Proceedings of ASMTA 2006: 13th International Conference on Analytical and Stochastic Modelling Techniques and Applications",

pages = "37--42",

booktitle = "Proceedings of ASMTA 2006",

note = "13th International Conference on Analytical and Stochastic Modelling Techniques and Applications, ASMTA 2006 ; Conference date: 28-05-2006 Through 31-05-2006",

}

Javadi, B, Abawajy, JH & Akbari, MK 2006, Analytical interconnection networks model for multi-cluster computing systems. in Proceedings of ASMTA 2006: 13th International Conference on Analytical and Stochastic Modelling Techniques and Applications. Proceedings of ASMTA 2006: 13th International Conference on Analytical and Stochastic Modelling Techniques and Applications, pp. 37-42, 13th International Conference on Analytical and Stochastic Modelling Techniques and Applications, ASMTA 2006, Bonn, Germany, 28/05/06.

Analytical interconnection networks model for multi-cluster computing systems. / Javadi, Bahman; Abawajy, Jemal H.; Akbari, Mohammad K.
Proceedings of ASMTA 2006: 13th International Conference on Analytical and Stochastic Modelling Techniques and Applications. 2006. p. 37-42 (Proceedings of ASMTA 2006: 13th International Conference on Analytical and Stochastic Modelling Techniques and Applications).

Research output: Chapter in Book / Conference Paper › Conference Paper › peer-review

TY - GEN

T1 - Analytical interconnection networks model for multi-cluster computing systems

AU - Javadi, Bahman

AU - Abawajy, Jemal H.

AU - Akbari, Mohammad K.

PY - 2006

Y1 - 2006

N2 - This paper addresses the problem of interconnection networks performance modeling of large-scale distributed systems with emphases on multi-cluster computing systems. The study of interconnection networks is important because the overall performance of a distributed system is often critically hinged on the effectiveness of its interconnection network. We present an analytical model that considers stochastic quantities as well as processor heterogeneity of the target system. The model is validated through comprehensive simulation, which demonstrates that the proposed model exhibits a good degree of accuracy for various system sizes and under different operating conditions.

AB - This paper addresses the problem of interconnection networks performance modeling of large-scale distributed systems with emphases on multi-cluster computing systems. The study of interconnection networks is important because the overall performance of a distributed system is often critically hinged on the effectiveness of its interconnection network. We present an analytical model that considers stochastic quantities as well as processor heterogeneity of the target system. The model is validated through comprehensive simulation, which demonstrates that the proposed model exhibits a good degree of accuracy for various system sizes and under different operating conditions.

KW - Analytical modeling

KW - Communication network

KW - Latency

KW - Multi-cluster

KW - Performance analysis

UR - https://www.scopus.com/pages/publications/84883244186

M3 - Conference Paper

AN - SCOPUS:84883244186

SN - 9780955301803

T3 - Proceedings of ASMTA 2006: 13th International Conference on Analytical and Stochastic Modelling Techniques and Applications

SP - 37

EP - 42

BT - Proceedings of ASMTA 2006

T2 - 13th International Conference on Analytical and Stochastic Modelling Techniques and Applications, ASMTA 2006

Y2 - 28 May 2006 through 31 May 2006

ER -

Javadi B, Abawajy JH, Akbari MK. Analytical interconnection networks model for multi-cluster computing systems. In Proceedings of ASMTA 2006: 13th International Conference on Analytical and Stochastic Modelling Techniques and Applications. 2006. p. 37-42. (Proceedings of ASMTA 2006: 13th International Conference on Analytical and Stochastic Modelling Techniques and Applications).

Analytical interconnection networks model for multi-cluster computing systems

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Publication series

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Keywords

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