Optimal dynamic replica placement in content delivery networks

Novella Bartolini, Francesco Lo Presti, Chiara Petrioli

Research output: Chapter in Book/Report/Conference proceedingConference contribution

26 Scopus citations

Abstract

Content Delivery Networks (CDN) design entails the placement of server replicas to bring the content close to the users, together with an efficient and content aware request routing. In this paper we address the problem of dynamic replica placement to account for users demand variability while optimizing the costs paid by a CDN provider and the overall performance of the distributed replica servers architecture. We formulate the dynamic replica placement problem as a Semi Markov Decision Process accounting for the traffic conditions, the users level of satisfaction, as well as the costs paid to install, maintain or remove a replica from a site. The proposed model applies to general network topologies and considers realistic constraints on network and servers capacity. The optimal strategy derived by means of the decision model provides the ground for designing a centralized heuristic and is used as a benchmark for the heuristic evaluation. Simulation results show that the proposed heuristic has a behavior close to that of the optimal strategy and achieves very good performance in terms of low average distance from a user to the serving replica, low average number of replicas and high probability of being able to serve a request.

Original languageEnglish (US)
Title of host publicationICON 2003 - 11th IEEE International Conference on Networks
PublisherIEEE Computer Society
Pages125-130
Number of pages6
ISBN (Print)0780377885, 9780780377882
DOIs
StatePublished - 2003
Event11th IEEE International Conference on Networks, ICON 2003 - Sydney, NSW, Australia
Duration: Sep 28 2003Oct 1 2003

Publication series

NameIEEE International Conference on Networks, ICON
ISSN (Print)1556-6463

Other

Other11th IEEE International Conference on Networks, ICON 2003
CountryAustralia
CitySydney, NSW
Period9/28/0310/1/03

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Software
  • Electrical and Electronic Engineering
  • Safety, Risk, Reliability and Quality

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