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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
  • University of Kentucky
  • Beihang University
  • Shanghai Jiao Tong University
  • Zhejiang University

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

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.

Original languageEnglish
Pages (from-to)239-253
Number of pages15
JournalJournal of Signal Processing Systems
Volume67
Issue number3
DOIs
StatePublished - Jun 2012
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • Battery behavior
  • DSP system
  • Energy harvesting
  • Energy-aware
  • Lifetime constraints

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