Performance modeling and analysis of heterogeneous meta-computing systems interconnection networks

被引:3
|
作者
Javadi, Bahman [2 ]
Abawajy, Jemal H. [1 ]
Akbari, Mohammad K. [2 ]
机构
[1] Deakin Univ, Sch Informat Technol & Engn, Geelong, Vic 3217, Australia
[2] Amirkabir Univ Technol, Comp Engn & Informat Technol Dept, Tehran, Iran
关键词
Analytical modeling; Performance analysis; Meta-computing; Multi-cluster; Communication networks; Heterogeneity;
D O I
10.1016/j.compeleceng.2007.09.007
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The overall performance of a distributed system often depends oil the effectiveness of its interconnection network. Thus, the study of the communication networks for distributed systems is very important, which is the focus of this paper. In particular, we address the problem of interconnection networks performance modeling for heterogeneous meta-computing systems. We consider the meta-computing system as a typical multi-cluster system. Since the heterogeneity is becoming common in such systems, we take into account network its well as cluster size heterogeneity to propose the model. To this end, we present all 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. (C) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:488 / 502
页数:15
相关论文
共 50 条
  • [41] Utilizing heterogeneous networks in distributed parallel computing systems
    Kim, JS
    Lilja, DJ
    SIXTH IEEE INTERNATIONAL SYMPOSIUM ON HIGH PERFORMANCE DISTRIBUTED COMPUTING, PROCEEDINGS, 1997, : 336 - 345
  • [42] Towards Modeling Interconnection Networks of Exascale Systems with OMNeT plus
    Yebenes, Pedro
    Escudero-Sahuquillo, Jesus
    Garcia, Pedro J.
    Quiles, Francisco J.
    PROCEEDINGS OF THE 2013 21ST EUROMICRO INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED, AND NETWORK-BASED PROCESSING, 2013, : 203 - 207
  • [43] Quantitative analysis on the computing performance improvement by parallel optical interconnection
    LI, Liang
    LI, Qian
    QIAO, Yao-jun
    JI, Yue-feng
    Journal of China Universities of Posts and Telecommunications, 2009, 16 (SUPPL. 1): : 58 - 61
  • [44] Improving the performance of heterogeneous IoT networks through multi-stage and parallel computing systems
    Sowmya, K. Venkata
    Sastry, J. Kodanda Rama
    SCIENTIA IRANICA, 2023, 30 (05) : 1714 - 1730
  • [45] MODELING APPROACH FOR NETWORKED EMBEDDED SYSTEMS WITH HETEROGENEOUS COMMUNICATION Modeling Common Gateway Functionalities for Interconnection
    Kloeckner, Johannes
    Mueller, Marcus
    Fengler, Wolfgang
    Huang, Yixin
    ICINCO 2009: PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL 3, 2009, : 230 - 233
  • [46] PERFORMANCE AND RELIABILITY ANALYSIS OF IRREGULAR MULTISTAGE INTERCONNECTION NETWORKS
    Kaur, Rupinder
    Bansal, R. K.
    Bansal, Savina
    2015 1ST INTERNATIONAL CONFERENCE ON NEXT GENERATION COMPUTING TECHNOLOGIES (NGCT), 2015, : 280 - 284
  • [47] Design and analysis of high performance multistage interconnection networks
    Bhogavilli, SK
    AbuAmara, H
    IEEE TRANSACTIONS ON COMPUTERS, 1997, 46 (01) : 110 - 117
  • [48] PERFORMANCE ANALYSIS OF FINITE BUFFERED MULTISTAGE INTERCONNECTION NETWORKS
    MUN, YS
    YOUN, HY
    IEEE TRANSACTIONS ON COMPUTERS, 1994, 43 (02) : 153 - 162
  • [49] PERFORMANCE ANALYSIS OF AUGMENTED PARTITIONED MULTISTAGE INTERCONNECTION NETWORKS
    HUANG, CJ
    MAHGOUB, I
    INFORMATION SCIENCES, 1994, 79 (1-2) : 29 - 59
  • [50] Performance analysis of pratical RDT interconnection networks with SINOMP
    Yu, Y
    Yang, Y
    8TH INTERNATIONAL SYMPOSIUM ON PARALLEL ARCHITECTURES, ALGORITHMS AND NETWORKS, PROCEEDINGS, 2005, : 516 - 521