Approximation algorithm for multiprocessor parallel job scheduling

被引:4
|
作者
Chen, SQ [1 ]
Huang, JG [1 ]
Chen, JE [1 ]
机构
[1] Cent S Univ, Coll Informat Engn, Changsha 410083, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
multiprocessor parallel job; scheduling; approximation algorithm; NP-hard problem;
D O I
10.1007/s11771-002-0040-0
中图分类号
TF [冶金工业];
学科分类号
0806 ;
摘要
P-k \fix\ C-max problem is a new scheduling problem based on the multiprocessor parallel job, and it is proved to be NP-hard problem when k greater than or equal to 3. This paper focuses on the case of k = 3. Some new observations and new techniques for P-3 \fix\ C-max problem are offered. The concept of semi-normal schedulings is introduced, and a very simple linear time algorithm Semi-normal Algorithm for constructing semi-normal schedulings is developed. With the method of the classical Graham List Scheduling, a thorough analysis of the optimal scheduling on a special instance is provided, which shows that the algorithm is an approximation algorithm of ratio of 9/8 for any instance of P-3 \fix\ C-max problem, and improves the previous best ratio of 7/6 by M. X. Goemans.
引用
收藏
页码:267 / 272
页数:6
相关论文
共 50 条
  • [21] A (3/2+ε)-approximation algorithm for scheduling on two parallel machines with job delivery coordination
    Chen, Yong
    Zhang, An
    Tan, Zhiyi
    Xue, Ying
    Chen, Guangting
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2021, 72 (09) : 1929 - 1942
  • [22] QUANTUM INSPIRED GENETIC ALGORITHM TO SOLVE MULTIPROCESSOR JOB SCHEDULING PROBLEM
    Bangroo, Rashika
    Gupta, Kushal
    Dahiya, Anil Kumar
    ADVANCES AND APPLICATIONS IN MATHEMATICAL SCIENCES, 2021, 20 (10): : 2045 - 2060
  • [23] Job release scheduling problem: Complexity and an approximation algorithm
    Choi, Byung-Cheon
    Chung, Jibok
    DISCRETE APPLIED MATHEMATICS, 2013, 161 (06) : 858 - 863
  • [24] The consecutive multiprocessor job scheduling problem
    Bukchin, Yossi
    Raviv, Tal
    Zaides, Ilya
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2020, 284 (02) : 427 - 438
  • [25] A lazy EDF interrupt scheduling algorithm for multiprocessor in parallel computing environment
    Liu, Peng
    Dai, Guojun
    Fu, Tingting
    Zeng, Hong
    Zhang, Xiang
    ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, PROCEEDINGS, 2007, 4494 : 49 - +
  • [26] Scheduling the parallel Kalman algorithm onto multiprocessor systems - a genetic approach
    Vaidehi, V
    Krishnan, CN
    CONTROL ENGINEERING PRACTICE, 1998, 6 (02) : 209 - 218
  • [27] Scheduling Algorithm for Parallel Real-Time Tasks on Multiprocessor Systems
    Kuo, Chin-Fu
    Lu, Yung-Feng
    APPLIED COMPUTING REVIEW, 2016, 16 (04): : 14 - 24
  • [28] AN ANALYSIS OF PREEMPTIVE MULTIPROCESSOR JOB SCHEDULING
    JAFFE, JM
    MATHEMATICS OF OPERATIONS RESEARCH, 1980, 5 (03) : 415 - 421
  • [29] A Parallel Genetic Algorithm for the Job Shop Scheduling Problem
    Nguyen Huu Mui
    Vu Dinh Hoa
    Luc Tri Tuyen
    2012 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (ISSPIT), 2012, : 19 - 24
  • [30] Algorithm design and analysis of parallel Job Shop scheduling
    Hu, Jue-Liang
    Wang, Xue-Shi
    Dong, Jian-Ming
    Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2014, 20 (01): : 182 - 189