Pitfalls in parallel job scheduling evaluation

被引:0
|
作者
Frachtenberg, E
Feitelson, DG
机构
[1] Los Alamos Natl Lab, Modeling Algorithms & Informat Grp, Los Alamos, NM 87544 USA
[2] Hebrew Univ Jerusalem, Sch Comp Sci & Engn, Jerusalem, Israel
关键词
parallel job scheduling; performance evaluation; experimental methodology; dynamic workload; static workload; simulation;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
There are many choices to make when evaluating the performance of a complex system. In the context of parallel job scheduling, one must decide what workload to use and what measurements to take. These decisions sometimes have subtle implications that are easy to overlook. In this paper we document numerous pitfalls one may fall into, with the hope of providing at least some help in avoiding them. Along the way, we also identify topics that could benefit from additional research.
引用
收藏
页码:257 / 282
页数:26
相关论文
共 50 条
  • [1] Parallel job scheduling: A performance perspective
    Majumdar, S
    Parsons, EW
    [J]. PERFORMANCE EVALUATION: ORIGINS AND DIRECTIONS, 2000, 1769 : 233 - 252
  • [2] Parallel job scheduling - A status report
    Feitelson, DG
    Rudolph, L
    Schwiegelshohn, U
    [J]. JOB SCHEDULING STRATEGIES FOR PARALLEL PROCESSING, 2005, 3277 : 1 - 16
  • [3] New challenges of parallel job scheduling
    Frachtenberg, Eitan
    Schwiegelshohn, Uwe
    [J]. JOB SCHEDULING STRATEGIES FOR PARALLEL PROCESSING, 2008, 4942 : 1 - 23
  • [4] Improved parallel job scheduling with overhead
    Havill, JT
    Mao, WZ
    Dimitrov, V
    [J]. PROCEEDINGS OF THE 7TH JOINT CONFERENCE ON INFORMATION SCIENCES, 2003, : 393 - 396
  • [5] Theory and practice in parallel job scheduling
    Feitelson, DG
    Rudolph, L
    Schwiegelshohn, U
    Sevcik, KC
    Wong, P
    [J]. JOB SCHEDULING STRATEGIES FOR PARALLEL PROCESSING, 1997, 1291 : 1 - 34
  • [6] Some analytical rules for job mix evaluation for reactive scheduling of parallel machines
    Chou, Yon-Chun
    Lin, Yue-Lan
    [J]. Chung Cheng Ling Hsueh Pao/Journal of Chung Cheng Institute of Technology, 2014, 43 (02): : 17 - 28
  • [7] Parallel job scheduling on multicluster computing systems
    Abawajy, JH
    Dandamudi, SP
    [J]. IEEE INTERNATIONAL CONFERENCE ON CLUSTER COMPUTING, PROCEEDINGS, 2003, : 11 - 18
  • [8] On advantages of Grid computing for parallel job scheduling
    Ernemann, C
    Hamscher, V
    Schwiegelshohn, U
    Yahyapour, R
    [J]. CCGRID 2002: 2ND IEEE/ACM INTERNATIONAL SYMPOSIUM ON CLUSTER COMPUTING AND THE GRID, PROCEEDINGS, 2002, : 39 - 46
  • [9] PARALLEL MACHINE SCHEDULING WITH JOB DELIVERY COORDINATION
    Dong, J. M.
    Wang, X. S.
    Wang, L. L.
    Hu, J. L.
    [J]. ANZIAM JOURNAL, 2017, 58 (3-4): : 306 - 313
  • [10] Characterization of backfilling strategies for parallel job scheduling
    Srinivasan, S
    Kettimuthu, R
    Subramani, V
    Sadayappan, P
    [J]. 2002 INTERNATIONAL CONFERENCE ON PARALLEL PROCESSING, PROCEEDINGS OF THE WORKSHOPS, 2002, : 514 - 519