Comparison of dynamic and static load-balancing strategies in heterogeneous distributed systems

被引:21
|
作者
Zhang, Y
Kameda, H
Hung, SL
机构
[1] UNIV TSUKUBA, INST INFORMAT SCI & ELECT, TSUKUBA, IBARAKI 305, JAPAN
[2] CITY UNIV HONG KONG, DEPT COMP SCI, KOWLOON, HONG KONG
来源
IEE PROCEEDINGS-COMPUTERS AND DIGITAL TECHNIQUES | 1997年 / 144卷 / 02期
关键词
static load balancing; dynamic load balancing; heterogeneous distributed systems; overall optimal strategies; individually optimal strategies; local area networks; simulation study; performance evaluation;
D O I
10.1049/ip-cdt:19970951
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Although dynamic load-balancing strategies have the potential of performing better than static strategies, they are inevitably more complex. Their complexity and the overheads involved may negate their benefits. A heterogeneous distributed system, with computers of different processing capability but the same functionality, has been examined for two dynamic and two static policies. The results show that both the dynamic and the static policies provide dramatic performance improvements. However, they show that, contrary to common belief, the performance provided by the static policies is not much inferior to that provided by the dynamic policies. Furthermore, if the overheads in load balancing are not negligibly small, static policies are more stable and can offer better performance than dynamic policies.
引用
收藏
页码:100 / 106
页数:7
相关论文
共 50 条
  • [31] Theoretical analysis of the heterogeneous dynamic load-balancing problem using a hydrodynamic approach
    Hui, CC
    Chanson, ST
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 1997, 43 (02) : 139 - 146
  • [32] A Dynamic Load Balancing Mechanism for Distributed Systems
    蓝有然
    JournalofComputerScienceandTechnology, 1996, (03) : 195 - 207
  • [33] Dynamic Load Balancing Algorithm of Distributed Systems
    Kirichenko, Lyudmila
    Ivanisenko, Igor
    Radivilova, Tamara
    2016 13TH INTERNATIONAL CONFERENCE ON MODERN PROBLEMS OF RADIO ENGINEERING, TELECOMMUNICATIONS AND COMPUTER SCIENCE (TCSET), 2016, : 515 - 518
  • [34] Dynamic load balancing in distributed multimedia systems
    Hieaiwa, A
    Komatsu, N
    Komiya, K
    Ikeda, H
    40TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1 AND 2, 1998, : 650 - 653
  • [35] A method based on the combination of dynamic and static load balancing strategy in distributed rendering systems
    Yao, Wei
    Pan, Huawei
    Gao, Chunming
    Journal of Computational Information Systems, 2014, 10 (04): : 1759 - 1766
  • [36] The Metadata Dynamic Load-balancing Strategy of Distributed Filesystem Based on Hash Tags
    Yi, Jiang
    Qiang, Xiao
    Rong, Huang
    Xiong Anping
    MECHATRONICS ENGINEERING, COMPUTING AND INFORMATION TECHNOLOGY, 2014, 556-562 : 4009 - 4013
  • [37] AEML: An Acceleration Engine for Multi-GPU Load-Balancing in Distributed Heterogeneous Environment
    Tang, Zhuo
    Du, Lifan
    Zhang, Xuedong
    Yang, Li
    Li, Kenli
    IEEE TRANSACTIONS ON COMPUTERS, 2022, 71 (06) : 1344 - 1357
  • [38] DYNAMIC LOAD-BALANCING STRATEGIES FOR DATA-PARALLEL IMPLEMENTATIONS OF REACTION-EVOLUTION-MIGRATION SYSTEMS
    SMITH, M
    INTERNATIONAL JOURNAL OF MODERN PHYSICS C-PHYSICS AND COMPUTERS, 1993, 4 (01): : 107 - 119
  • [39] A Study on the Application of Existing Load Balancing Algorithms for Large, Dynamic, Heterogeneous Distributed Systems
    Mukhopadhyay, Rupam
    Ghosh, Dibyajyoti
    Mukherjee, Nandini
    SEPADS'10: PROCEEDINGS OF THE 9TH WSEAS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, PARALLEL AND DISTRIBUTED SYSTEMS, 2010, : 238 - 243
  • [40] Evolution of optimal compute server clusters for dynamic load-balancing systems
    Hovey, L
    Volper, DE
    Oh, JC
    CEC: 2003 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-4, PROCEEDINGS, 2003, : 528 - 535