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 language | English |
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Pages (from-to) | 217-242 |
Number of pages | 26 |
Journal | OR Spectrum |
Volume | 37 |
Issue number | 1 |
DOIs | |
State | Published - 1 Jan 2015 |
Keywords
- Content delivery network
- Content distribution network
- Metaheuristic
- Mixed integer program
- Simulated annealing