The dynamic replica placement problem with service levels in content delivery networks: a model and a simulated annealing heuristic

Rainer Kolisch, André Dahlmann

Research output: Contribution to journalArticlepeer-review

17 Scopus citations

Abstract

Dynamically assigning copies (replicas) of internet files to regionally placed servers is a crucial planning problem for content delivery network providers. Their goal is to minimize placement, storage and delivery costs while fulfilling service-level agreements. Although there is considerable work on simplified versions of this problem such as the static case, the dynamic problem with all three cost types and service-level constraints has yet not been considered in the literature. This paper provides a mixed integer programming (MIP) formulation for the problem as well as a simulated annealing metaheuristic. A computational study is employed to assess the simulated annealing heuristic and the MIP employing a state-of-the-art solver.

Original languageEnglish
Pages (from-to)217-242
Number of pages26
JournalOR Spectrum
Volume37
Issue number1
DOIs
StatePublished - 1 Jan 2015

Keywords

  • Content delivery network
  • Content distribution network
  • Metaheuristic
  • Mixed integer program
  • Simulated annealing

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