Storage Capacity Allocation Algorithms for Hierarchical Content Distribution
Nikolaos Laoutaris, Vassilios Zissimopoulos, Ioannis Stavrakakis · Kluwer Academic Publishers eBooks · 2006
The addition of storage capacity in network nodes for the caching or replication of popular data objects results in reduced end-user delay, reduced network traffic, and improved scalability. The problem of allocating an available storage budget to the nodes of a hierarchical content distribution system is formulated; optimal algorithms, as well as fast/efficient heuristics, are developed for its solution. An innovative aspect of the presented approach is that it combines all relevant subproblems, concerning node locations, node sizes, and object placement, and solves them jointly in a single optimization step. The developed algorithms may be utilized in content distribution networks that employ either replication or caching/replacement.