Dynamic Resource Management in Clouds: A Probabilistic Approach

Date Added: Sep 2012
Format: PDF

Dynamic resource management has become an active area of research in the Cloud Computing paradigm. Cost of resources varies significantly depending on configuration for using them. Hence efficient management of resources is of prime interest to both Cloud Providers and Cloud Users. In this paper, the authors suggest a probabilistic resource provisioning approach that can be exploited as the input of a dynamic resource management scheme. Using a Video on Demand use case to justify their claims, they propose an analytical model inspired from standard models developed for epidemiology spreading, to represent sudden and intense workload variations.