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Scalable Cache Management for ISP-operated Content Delivery Services

Tuncer, D; Sourlas, V; Charalambides, M; Famaey, J; Pavlou, G; De Turck, F; (2016) Scalable Cache Management for ISP-operated Content Delivery Services. IEEE Journal on Selected Areas in Communications , 34 (8) pp. 2063-2076. 10.1109/JSAC.2016.2577319. Green open access

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Abstract

Content delivery networks (CDNs) have been the prevalent method for the efficient delivery of content across the Internet. Management operations performed by CDNs are usually applied only based on limited information about Internet Service Provider (ISP) networks, which can have a negative impact on the utilization of ISP resources. To overcome these issues, previous research efforts have been investigating ISP-operated content delivery services, by which an ISP can deploy its own in-network caching infrastructure and implement its own cache management strategies. In this paper, we extend our previous work on ISP-operated content distribution and develop a novel scalable and efficient distributed approach to control the placement of content in the available caching points. The proposed approach relies on parallelizing the decision-making process and the use of network partitioning to cluster the distributed decision-making points, which enables fast reconfiguration and limits the volume of information required to take reconfiguration decisions. We evaluate the performance of our approach based on a wide range of parameters. The results demonstrate that the proposed solution can outperform previous approaches in terms of management overhead and complexity while offering similar network and caching performance.

Type: Article
Title: Scalable Cache Management for ISP-operated Content Delivery Services
Open access status: An open access version is available from UCL Discovery
DOI: 10.1109/JSAC.2016.2577319
Publisher version: http://dx.doi.org/10.1109/JSAC.2016.2577319
Language: English
Additional information: Copyright © 2016 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.
Keywords: Cache Management, Content Placement, Network Partitioning, Content Delivery Networks
UCL classification: UCL
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Electronic and Electrical Eng
URI: https://discovery.ucl.ac.uk/id/eprint/1505809
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