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Three-phase algorithms for task scheduling in distributed mobile DSP system with lifetime constraints

  • Jiayin Li
  • , Meikang Qiu*
  • , Jian Wei Niu
  • , Yongxin Zhu
  • , Meiqin Liu
  • , Tianzhou Chen
  • *此作品的通讯作者
  • University of Kentucky
  • Shanghai Jiao Tong University
  • Zhejiang University

科研成果: 期刊稿件文章同行评审

摘要

A distributed mobile DSP system consists of a group of mobile devices with different computing powers. These devices are connected by a wireless network. Parallel processing in the distributed mobile DSP system can provide high computing performance. Due to the fact that most of the mobile devices are battery based, the lifetime of mobile DSP system depends on both the battery behavior and the energy consumption characteristics of tasks. In this paper, we present a systematic system model for task scheduling in mobile DSP system equipped with Dynamic Voltage Scaling (DVS) processors and energy harvesting techniques. We propose the three-phase algorithms to obtain task schedules with shorter total execution time while satisfying the system lifetime constraints. The simulations with randomly generated Directed Acyclic Graphs (DAG) show that our proposed algorithms generate the optimal schedules that can satisfy lifetime constraints.

源语言英语
页(从-至)239-253
页数15
期刊Journal of Signal Processing Systems
67
3
DOI
出版状态已出版 - 6月 2012

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    可持续发展目标 7 经济适用的清洁能源

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