Two level algorithm with Tabu Search optimization for task scheduling problem in computing cluster environment

被引:0
|
作者
Bozejko, Wojciech [1 ]
Nadybski, Piotr [2 ]
Wodecki, Mieczyslaw [3 ]
机构
[1] Wroclaw Univ Sci & Technol, Fac Elect, Dept Automat Mechatron & Control Syst, Janiszewskiego 11-17, PL-50372 Wroclaw, Poland
[2] Witelon State Univ Appl Sci Legnica, Fac Tech & Econ Sci, Sejmowa 5A, PL-59220 Legnica, Poland
[3] Wroclaw Univ Sci & Technol, Fac Elect, Janiszewskiego 11-17, PL-50372 Wroclaw, Poland
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article presents a proposal of solution for the problem of optimal task allocation and scheduling for computing cluster with multiple nodes. The above issue is considered as Two-Dimensional Packing Problem. We present the two level algorithm where Tabu Search is used to minimize relatively low accuracy of greedy packing strategy. The paper contains the results of computational experiments on the scalability and performance of the presented method, compared to classic greedy strategies.
引用
收藏
页码:238 / 242
页数:5
相关论文
共 50 条
  • [21] A tabu search algorithm for the flowshop scheduling problem with changing neighborhoods
    Eksioglu, Burak
    Eksioglu, Sandra Duni
    Jain, Pramod
    COMPUTERS & INDUSTRIAL ENGINEERING, 2008, 54 (01) : 1 - 11
  • [22] A tabu search algorithm for solving economic lot scheduling problem
    S. A. Raza
    A. Akgunduz
    M. Y. Chen
    Journal of Heuristics, 2006, 12
  • [23] A tabu search algorithm for simultaneous machine/AGV scheduling problem
    Zheng, Yan
    Xiao, Yujie
    Seo, Yoonho
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2014, 52 (19) : 5748 - 5763
  • [24] DNAVS: an algorithm based on DNA-computing and vortex search algorithm for task scheduling problem
    Jazayeri, Nillofar
    Sajedi, Hedieh
    EVOLUTIONARY INTELLIGENCE, 2021, 14 (04) : 1763 - 1773
  • [25] DNAVS: an algorithm based on DNA-computing and vortex search algorithm for task scheduling problem
    Nillofar Jazayeri
    Hedieh Sajedi
    Evolutionary Intelligence, 2021, 14 : 1763 - 1773
  • [26] A study of project scheduling optimization using Tabu Search algorithm
    Pan, Nai-Hsin
    Hsaio, Po-Wen
    Chen, Kuei-Yen
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2008, 21 (07) : 1101 - 1112
  • [27] A Tabu Search Algorithm for Optimization of Survivable Overlay Computing Systems
    Walkowiak, Krzysztof
    Charewicz, Wojciech
    Donajski, Maciej
    Rak, Jacek
    INTERNATIONAL JOINT CONFERENCE CISIS'12 - ICEUTE'12 - SOCO'12 SPECIAL SESSIONS, 2013, 189 : 225 - +
  • [28] Hybrid Invasive Weed Optimization with Tabu Search Algorithm for an Energy and Deadline Aware Scheduling in Cloud Computing
    Venuthurumilli, Pradeep
    Mandapati, Sridhar
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020, 11 (12) : 415 - 422
  • [29] Hybrid Invasive Weed Optimization with Tabu Search Algorithm for an Energy and Deadline Aware Scheduling in Cloud Computing
    Venuthurumilli P.
    Mandapati S.
    1600, Science and Information Organization (11): : 415 - 422
  • [30] An enhanced cuckoo optimization algorithm for task graph scheduling in cluster-computing systems
    Hamid Reza Boveiri
    Soft Computing, 2020, 24 : 10075 - 10093