• INFRES+LINCS Seminar:
  • When & Where: Seminars are generally (please, check the timeline and location before coming!) held on:
    • Wednesday afternoon at LINCS (14h-15h, Salle de Conseil) and
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04/02/2015Gyorgy Dan (KTH)Optimal content prefetching for cloud assisted content delivery


Date:04/02/2015, 15h30 -- Notice time is later than usual!
Room:LINCS, Salle du Conseil
Speaker:Gyorgy Dan (KTH)
Talk:Optimal content prefetching for cloud assisted content delivery
Abstract:Motivated by improved models for content workload prediction, in this paper we consider the problem of dynamic content allocation for a hybrid content delivery system that combines cloud-based storage with low cost dedicated servers that have limited storage and unmetered upload bandwidth. We formulate the problem of allocating contents to the dedicated storage as a finite horizon dynamic decision problem, and show that a discrete time decision problem is a good approximation forpiecewise stationary workloads. We provide an exact solution to the discrete time decision problem in the form of a mixed integer linear programming problem, propose computationally feasible approximations, and give bounds on their approximation ratios. Finally, we evaluate the algorithms using synthetic and measured traces from a commercial music on-demand service and give insight into their performance as a function of the workload characteristics.
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