CDN Slicing over a Multi-Domain Edge Cloud

Tarik Taleb, P. A. Frangoudis, Ilias Benkacem, Adlen Ksentini

Research output: Contribution to journalArticleScientificpeer-review

19 Citations (Scopus)
91 Downloads (Pure)

Abstract

We present an architecture for the provision of video Content Delivery Network (CDN) functionality as a service over a multi-domain cloud. We introduce the concept of a CDN slice, that is, a CDN service instance which is created upon a content provider's request, is autonomously managed, and spans multiple potentially heterogeneous edge cloud infrastructures. Our design is tailored to a 5G mobile network context, building on its inherent programmability, management flexibility, and the availability of cloud resources at the mobile edge level, thus close to end users. We exploit Network Functions Virtualization (NFV) and Multi-access Edge Computing (MEC) technologies, proposing a system which is aligned with the recent NFV and MEC standards. To deliver a Quality-of-Experience (QoE) optimized video service, we derive empirical models of video QoE as a function of service workload, which, coupled with multi-level service monitoring, drive our slice resource allocation and elastic management mechanisms. These management schemes feature autonomic compute resource scaling, and on-the-fly transcoding to adapt video bit-rate to the current network conditions. Their effectiveness is demonstrated via testbed experiments.
Original languageEnglish
Article number8733081
Pages (from-to)2010–2027
Number of pages18
JournalIEEE Transactions on Mobile Computing
Volume19
Issue number9
Early online date2019
DOIs
Publication statusPublished - 1 Sep 2020
MoE publication typeA1 Journal article-refereed

Keywords

  • Cloud computing
  • Streaming media
  • 5G mobile communication
  • Resource management
  • Transcoding
  • Computer architecture
  • Network function virtualization
  • Content delivery network (CDN)
  • Multi-Access Edge Computing (MEC)
  • Network Slicing
  • Management and Orchestration (MANO)
  • Network Function Virtualization (NFV)
  • 5G
  • and Mobile Network

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  • CSN

    Taleb, T., Addad, R., Afolabi, I., Amor, A., Yu, H., Kianpisheh, S., Mariouak, M., Hellaoui, H., Sehad, N., Boudi, A., El Marai, O., Shokrnezhad, M., Bagaa, M., Maity, I., Naas, S., Bekkouche, O., Benzaid, C., Kerfah, I., Mada, B. & Yang, B.

    01/09/201731/08/2021

    Project: Academy of Finland: Other research funding

  • MATILDA

    Taleb, T., Afolabi, I., Abada, A., Mariouak, M., Prados-Garzon, J., El Marai, O., Bagaa, M., Boumezer, W. & Mada, B.

    01/06/201731/07/2020

    Project: EU: Framework programmes funding

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