Reliable resource provisioning using bankers' deadlock avoidance algorithm in MEC for industrial IoT

Emeka E. Ugwuanyi, Saptarshi Ghosh, Muddesar Iqbal, Tasos Dagiuklas

Research output: Contribution to journalArticlepeer-review

31 Citations (Scopus)

Abstract

Multi-access edge computing (MEC) is a new 5G enabling technology proposed to reduce latency by bringing cloud computing capability closer to IoT and mobile device users. MEC may be prone to unreliable communication as a result of deadlock during resource provisioning. Deadlock may occur due to a huge number of devices contending for a limited amount of resources if adequate measures are not put in place. It is crucial to eradicate deadlock while scheduling and provisioning of resources on MEC to achieve highly reliable and available system. In this paper, a deadlock avoidance resource provisioning algorithm is proposed for Industrial IoT devices using MEC platforms to ensure the higher reliability of network interactions. The proposed scheme incorporates a banker's resource-request algorithm using software-defined networking to reduce communication overhead. Simulation Results have shown that system deadlock can be prevented by applying the proposed algorithm which ultimately leads to a more reliable network interaction between mobile stations and MEC platforms.

Original languageEnglish
Article number8430737
Pages (from-to)43327-43335
Number of pages9
JournalIEEE Access
Volume6
DOIs
Publication statusPublished - 9 Aug 2018

Bibliographical note

Publisher Copyright:
© 2013 IEEE.

Keywords

  • 5G networks
  • deadlock avoidance
  • edge nodes
  • IIoT
  • MEC
  • Network reliability
  • resource provisioning

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