A Comparative Analysis of Deadlock Avoidance and Prevention Algorithms for Resource Provisioning in Distributed MEC

Journal article


Ugwuanyi, E., Iqbal, M. and Dagiuklas, A. (2021). A Comparative Analysis of Deadlock Avoidance and Prevention Algorithms for Resource Provisioning in Distributed MEC. IEEE Transactions on Computational Social Systems.
AuthorsUgwuanyi, E., Iqbal, M. and Dagiuklas, A.
Abstract

The decentralised and collaborative nature of MultiAccess Edge Computing (MEC) contributes in achieving a lower
end to end latency. However, MEC nodes are prone to a
deadlock due to the limited amount of available computational
resources. It is extremely important to eradicate deadlock from the MEC to meet the network latency requirements and maintain a reliable MEC system. This can be achieved by employing an adequate deadlock strategy. In this context, deadlock prevention and deadlock avoidance are the two principal strategies to handle deadlock. Deadlock prevention detects and recovers the system. However, deadlock avoidance eradicates the problem from the system. In this paper, a deadlock-aware collaborative edge decision algorithm has been proposed to eradicate deadlock and maintain network reliability in MEC systems. Additionally, deadlock avoidance and prevention schemes have been evaluated using Bankers resource request avoidance algorithm, wound wait algorithm and wait-die algorithms for resource provisioning in
collaborative MEC. Furthermore, the effectiveness of deadlock
avoidance and prevention algorithms in real-time scenarios has been analysed in MEC systems. The metrics used in this paper for comparison includes Round-trip time, Queue waiting time and CPU utilization.

Year2021
JournalIEEE Transactions on Computational Social Systems
PublisherIEEE
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Deposited11 Feb 2021
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