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DLBer: A dynamic load balancing algorithm for the event-driven clusters

  • Mingming Sun
  • , Changlong Li
  • , Xuehai Zhou
  • , Kun Lu
  • , Hang Zhuang
  • University of Science and Technology of China

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

The event-driven programming model has been proposed to efficiently process iterative applications and incremental applications. In clusters based the event-driven model, applications are structured as a series of triggers, each of which will be invoked when associate events are trigged. And framework assigns a newly submitted trigger to a node where the relevant datasets set. Unfortunately it may lead to load imbalance because associate events occur by chance. Numerous triggers in a node may be simultaneously invoked but other nodes have no triggers running. Jobs composed of short, sub-second triggers present a difficult balancing challenge. To the end, we design DLBer, a new dynamic load balancing algorithm for the event-driven clusters to maximize improve the utilization of node resources.

源语言英语
主期刊名Network and Parallel Computing - 11th IFIP WG 10.3 International Conference, NPC 2014, Proceedings
出版商Springer Verlag
页608-611
页数4
ISBN(印刷版)9783662449165
DOI
出版状态已出版 - 2014
已对外发布是
活动11th IFIP WG 10.3 International Conference on Network and Parallel Computing, NPC 2014 - Ilan, 中国台湾
期限: 18 9月 2014 → 20 9月 2014

丛书

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
卷8707 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议11th IFIP WG 10.3 International Conference on Network and Parallel Computing, NPC 2014
国家/地区中国台湾
市Ilan
时期18/09/14 → 20/09/14

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