Online Scheduling with Bounded Migration

被引:73
|
作者
Sanders, Peter [1 ]
Sivadasan, Naveen [2 ]
Skutella, Martin [3 ]
机构
[1] Univ Karlsruhe TH, Fak Informat, D-76128 Karlsruhe, Germany
[2] Max Planck Inst Informat, D-66123 Saarbrucken, Germany
[3] TU Berlin, Inst Math, D-10623 Berlin, Germany
关键词
scheduling; approximation; online algorithm; sensitivity analysis; BIN-PACKING; ALGORITHMS; TIME;
D O I
10.1287/moor.1090.0381
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
Consider the classical online scheduling problem, in which jobs that arrive one by one are assigned to identical parallel machines with the objective of minimizing the makespan. We generalize this problem by allowing the current assignment to be changed whenever a new job arrives, subject to the constraint that the total size of moved jobs is bounded by some constant times the size of the arriving job. This constant is called the migration factor. For small migration factors, we obtain several simple online algorithms with constant competitive ratio. We also present a linear time "online approximation scheme," that is, a family of online algorithms with competitive ratio arbitrarily close to 1 and constant migration factor.
引用
收藏
页码:481 / 498
页数:18
相关论文
共 50 条
  • [41] Online scheduling to minimize maximum weighted flow-time on a bounded parallel-batch machine
    Chai, Xing
    Li, Wenhua
    Zhu, Yuejuan
    ANNALS OF OPERATIONS RESEARCH, 2021, 298 (1-2) : 79 - 93
  • [42] Semi-online scheduling on 2 machines under a grade of service provision with bounded processing times
    Ming Liu
    Chengbin Chu
    Yinfeng Xu
    Feifeng Zheng
    Journal of Combinatorial Optimization, 2011, 21 : 138 - 149
  • [43] An optimal online algorithm for two-machine open shop preemptive scheduling with bounded processing times
    Liu, Ming
    Chu, Chengbin
    Xu, Yinfeng
    Zheng, Feifeng
    OPTIMIZATION LETTERS, 2010, 4 (02) : 227 - 237
  • [44] An empirical analysis of stateful operator migration for online scheduling in distributed stream processing systems
    Sornalakshmi, K.
    Vadivu, G.
    MICROPROCESSORS AND MICROSYSTEMS, 2023, 98
  • [45] Online-bounded analysis
    Joan Boyar
    Leah Epstein
    Lene M. Favrholdt
    Kim S. Larsen
    Asaf Levin
    Journal of Scheduling, 2018, 21 : 429 - 441
  • [46] Online-bounded analysis
    Boyar, Joan
    Epstein, Leah
    Favrholdt, Lene M.
    Larsen, Kim S.
    Levin, Asaf
    JOURNAL OF SCHEDULING, 2018, 21 (04) : 429 - 441
  • [47] Bounded Delay Scheduling with Packet Dependencies
    Markovitch, Michael
    Scalosub, Gabriel
    2014 IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS), 2014, : 257 - 262
  • [48] Bounded delay scheduling with packet dependencies
    Markovitch, Michael
    Scalosub, Gabriel
    COMPUTER COMMUNICATIONS, 2022, 182 : 98 - 109
  • [49] SCHEDULING PRECEDENCE GRAPHS OF BOUNDED HEIGHT
    DOLEV, D
    WARMUTH, MK
    JOURNAL OF ALGORITHMS, 1984, 5 (01) : 48 - 59
  • [50] Autonomous Scheduling with Unbounded and Bounded Agents
    Yadati, Chetan
    Witteveen, Cees
    Zhang, Yingqian
    Wu, Mengxiao
    la Poutre, Han
    MULTIAGENT SYSTEM TECHNOLOGIES, PROCEEDINGS, 2008, 5244 : 195 - +