The Prediction Model Based on RBF Network in Achieving Elastic Cloud

Provided by: AICIT
Topic: Cloud
Format: PDF
Cloud needs to have rapid and elastic resources supply capability, because of the fluctuant resources demand of end-users. Multi-scale resources elastic binding is an important method to provide cloud services with rapid and elastic service capability. The most challenging problem in multi-scale resources elastic binding is how to predict the dynamic resource demand of end-users, and then decide when and to what extent multi-scale resources need elastic binding based on the prediction. In this paper, the authors present the prediction model based on RBF (Radial Basis Function) network, which is used to predict end-users resource demand in advance.

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