Co-Operative and Hybrid Replacement Caching for Multi-Access Mobile Edge Computing

Conference paper


Ugwuaynyi, E.E., Ghosh, S., Iqbal, M., Dagiuklas, A., Mumtaz, S. and Al-Dulaimi, A. (2019). Co-Operative and Hybrid Replacement Caching for Multi-Access Mobile Edge Computing. 2019 European Conference on Networks and Communications (EuCNC). Valencia, Spain 18 - 21 Jun 2019 Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EuCNC.2019.8801991
AuthorsUgwuaynyi, E.E., Ghosh, S., Iqbal, M., Dagiuklas, A., Mumtaz, S. and Al-Dulaimi, A.
TypeConference paper
Abstract

Multi-Access Mobile Edge Computing (MEC) is proclaimed as a key technology for reducing service processing delays in 5G networks. Caching on MEC will decrease service latency and improve data access by allowing direct content delivery through the edge without fetching content from the remote server, Caching on MEC is also deemed as an effective approach that guarantees more reachability due to proximity to end-users. This paper proposes a novel hybrid content caching replacement algorithm in MEC to increase its caching efficiency where future request references are predicted using a polynomial fit algorithm along with Lagrange interpolation. Additionally, a distributed co-operative caching algorithm to improve data access within MECs. Experimental results have shown that the proposed scheme obtains more cache hits and lesser average CPU utilization due to its selective caching approach when compared with existing traditional cache replacement algorithms.

© 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

Year2019
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
ISSN2575-4912
Digital Object Identifier (DOI)doi:10.1109/EuCNC.2019.8801991
Accepted author manuscript
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Open
Publication dates
Print15 Aug 2019
Publication process dates
Accepted26 Apr 2019
Deposited20 Nov 2019
ISBN978-1-7281-0546-8
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https://openresearch.lsbu.ac.uk/item/88842

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