Research on prediction model of dynamic load-balancing with mobile agent in a parallel distributed system

被引：0
|
作者：
Yang, YJ [1 ]
Cao, XD [1 ]
Chen, YJ [1 ]
机构：
[1] Jilin Univ, Coll Comp Sci & Technol, Changchun 130021, Peoples R China
来源：
DCABES 2004, PROCEEDINGS, VOLS, 1 AND 2 | 2004年
关键词：
parallel distributed system; dynamic load-balancing; performance prediction; rate of load balance change;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
In parallel-distributed system, the task distributed to every processing element is imbalance, and so the load of every PE is imbalance, so we introduce load balance mechanism. In this paper, by combined mobile agent and prediction mathematical model, we propose a simple and effective prediction algorithm of load balancing using in a parallel-distributed system, so the resource in system is fully utilized and processing rate of task is improved.
引用
收藏
页码：274 / 277
页数：4
相关论文
共 50 条
  • [1] A New Parallel Research Kernel to Expand Research on Dynamic Load-Balancing Capabilities
    Van der Wijngaart, Rob F.
    Georganas, Evangelos
    Mattson, Timothy G.
    Wissink, Andrew
    HIGH PERFORMANCE COMPUTING (ISC HIGH PERFORMANCE 2017), 2017, 10266 : 256 - 274
  • [2] Design and analysis of a novel load-balancing model based on mobile agent
    Tian, Junfeng
    Liu, Yuling
    Yang, Xiaohui
    Du, Ruizhong
    ADVANCES IN MACHINE LEARNING AND CYBERNETICS, 2006, 3930 : 70 - 80
  • [3] Beowulf parallel processing for dynamic load-balancing
    Bennett, BH
    Davis, E
    Kunau, T
    2000 IEEE AEROSPACE CONFERENCE PROCEEDINGS, VOL 4, 2000, : 389 - 395
  • [4] Load-Balancing Methods for Parallel and Distributed Constraint Solving
    Rolf, Carl Christian
    Kuchcinski, Krzysztof
    2008 IEEE INTERNATIONAL CONFERENCE ON CLUSTER COMPUTING, 2008, : 304 - 309
  • [5] Multithreaded model for the dynamic load-balancing of parallel adaptive PDE computations
    Chrisochoides, N
    APPLIED NUMERICAL MATHEMATICS, 1996, 20 (04) : 349 - 365
  • [6] An Improved Dynamic Load-balancing Model
    Liu, Di
    Shang, Wenqian
    Zhu, Ligu
    Feng, Dongyu
    2016 4TH INTL CONF ON APPLIED COMPUTING AND INFORMATION TECHNOLOGY/3RD INTL CONF ON COMPUTATIONAL SCIENCE/INTELLIGENCE AND APPLIED INFORMATICS/1ST INTL CONF ON BIG DATA, CLOUD COMPUTING, DATA SCIENCE & ENGINEERING (ACIT-CSII-BCD), 2016, : 337 - 341
  • [7] Dynamic load-balancing in a data parallel object-oriented system
    Jie, W
    Cai, WT
    Turner, T
    PROCEEDINGS OF THE EIGHTH INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS, 2001, : 279 - 286
  • [8] A Mobile Agent Team Works based on Load-Balancing Middleware for Distributed Computing Systems
    Benchara, Fatema Zahra
    Mohamed, Youssfi
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2019, 10 (12) : 408 - 416
  • [9] A software agent distributed system for dynamic load balancing
    Neves, J
    Machado, J
    Costa, L
    Cortez, P
    MODELLING AND SIMULATION 1996, 1996, : 80 - 84
  • [10] PARALLEL LOAD-BALANCING - AN EXTENSION TO THE GRADIENT MODEL
    MUNIZ, FJ
    ZALUSKA, EJ
    PARALLEL COMPUTING, 1995, 21 (02) : 287 - 301
12345