Pre-Allocation Strategies of Computational Resources in Cloud Computing Using Adaptive Resonance Theory-2
Source: Dr.M.G.R University
One of the major challenges of cloud computing is the management of request-response coupling and optimal allocation strategies of computational resources for the various types of service requests. In the normal situations the intelligence required to classify the nature and order of the request using standard methods is insufficient because the arrival of request is at a random fashion and it is meant for multiple resources with different priority order and variety. Hence, it becomes absolutely essential that the authors identify the trends of different request streams in every category by auto classifications and organize pre-allocation strategies in a predictive way.