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QoS enhancement for PDES grid based on time series prediction

  • Suihui Zhu*
  • , Zhihui Du
  • , Yinong Chen
  • , Xudong Chai
  • , Bohu Li
  • *此作品的通讯作者
  • Tsinghua University
  • Arizona State University
  • Beijing Simulation Center

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The combination of parallel/distributed discrete event simulation (PDES) and Grid technology is a new trend in simulation. QoS is important yet difficult in this process. With the special features of Gird architecture and PDES input, such as periodical and predictable inputs, we could enhance QoS with a PDES-specific prediction. A Grid-based framework is presented that is designed to help predict the performance of PDES. Based on this framework, a prediction algorithm using time series theory is presented in the context of large scale Grid simulations. Experiments are executed in the context of GridSim, which shows methods discussed before to help to improve QoS level.

源语言英语
主期刊名Proceedings of the 6th International Conference on Grid and Cooperative Computing, GCC 2007
423-429
页数7
DOI
出版状态已出版 - 2007
已对外发布
活动6th International Conference on Grid and Cooperative Computing, GCC 2007 - Urumchi, Xinjiang, 中国
期限: 16 8月 200718 8月 2007

丛书

姓名Proceedings of the 6th International Conference on Grid and Cooperative Computing, GCC 2007

会议

会议6th International Conference on Grid and Cooperative Computing, GCC 2007
国家/地区中国
Urumchi, Xinjiang
时期16/08/0718/08/07

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