Distributed Device-to-Device Offloading System: Design and Performance Optimization

Haneul Ko, Sangheon Pack

Research output: Contribution to journalArticlepeer-review

4 Citations (Scopus)

Abstract

In task offloading systems, it is imperative to guarantee that an offloaded task is completed within a pre-specified deadline. In this paper, we propose a distributed device-to-device (D2D) offloading system (DDOS) in which a task owner opportunistically broadcasts an offloading request that includes its mobility level and task completion deadline. After receiving the request, mobile devices in the vicinity of the task owner employ a constraint stochastic game to decide, in a distributed manner, whether to accept the request or not. We devise a best response dynamics-based algorithm (BRDA) to obtain a multi-policy constrained Nash equilibrium. Evaluation results demonstrate that DDOS can guarantee a high on-time task completion probability, as well as a low energy consumption.

Original languageEnglish
Article number9091322
Pages (from-to)2949-2960
Number of pages12
JournalIEEE Transactions on Mobile Computing
Volume20
Issue number10
DOIs
Publication statusPublished - 2021 Oct 1

Keywords

  • Device-to-device (D2D)
  • Distributed system
  • Offloading
  • Stochastic game

ASJC Scopus subject areas

  • Software
  • Computer Networks and Communications
  • Electrical and Electronic Engineering

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