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
  • [41] Dynamic Load-Balancing in iSCSI systems based on a Feedback Control Mechanism
    Chen, Li
    Ma, Ning
    2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 5284 - +
  • [42] Measuring the Cost of Online Load-Balancing in Distributed Range-Queriable Systems
    Konstantinou, Ioannis
    Tsoumakos, Dimitrios
    Koziris, Nectarios
    2009 IEEE NINTH INTERNATIONAL CONFERENCE ON PEER-TO-PEER COMPUTING (P2P 2009), 2009, : 135 - 138
  • [43] Dynamic load balancing in geographically distributed heterogeneous Web servers
    Colajanni, M
    Yu, PS
    Cardellini, V
    18TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS, PROCEEDINGS, 1998, : 295 - 302
  • [44] Load-balancing scheduling of simulation tasks based on a static-dynamic hybrid algorithm
    Wang, Xiashuang
    Li, Ni
    Gong, Guanghong
    Song, Xiao
    Guo, Yanqi
    JOURNAL OF SIMULATION, 2022, 16 (02) : 182 - 193
  • [45] Dynamic load-balancing for BSP time warp
    Low, MYH
    35TH ANNUAL SIMULATION SYMPOSIUM, PROCEEDINGS, 2002, : 267 - 274
  • [46] A fault-tolerant load-balancing protocol for distributed multiserver queuing systems
    Kostin, A
    Oz, G
    EIGHTH IEEE INTERNATIONAL SYMPOSIUM ON COMPUTERS AND COMMUNICATION, VOLS I AND II, PROCEEDINGS, 2003, : 1201 - 1206
  • [47] A Novel Approach to the Reconfigurable Distributed Information and Control Systems Load-Balancing Improvement
    Melnik, E. V.
    Klimenko, A. B.
    2017 11TH IEEE INTERNATIONAL CONFERENCE ON APPLICATION OF INFORMATION AND COMMUNICATION TECHNOLOGIES (AICT 2017), 2017, : 355 - 359
  • [48] A Genetic Algorithm for Static Load Balancing in Parallel Heterogeneous Systems
    Effatparvar, M.
    Garshasbi, M. S.
    2ND INTERNATIONAL CONFERENCE ON INNOVATION, MANAGEMENT AND TECHNOLOGY RESEARCH, 2014, 129 : 358 - 364
  • [49] Adaptive Load-Balancing for Consistent Hashing in Heterogeneous Clusters
    Srinivasan, Lakshminarayanan
    Varma, Vasudeva
    2015 15TH IEEE/ACM INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND GRID COMPUTING, 2015, : 1135 - 1138
  • [50] Mapping and load-balancing iterative computations on heterogeneous clusters
    Legrand, Arnaud
    Renard, Hélène
    Robert, Yves
    Vivien, Frédéric
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2003, 2840 : 586 - 594