Self-Adaptive Prediction of Cloud Resource Demands Using Ensemble Model and Subtractive-Fuzzy Clustering Based Fuzzy Neural Network

In IaaS (infrastructure as a service) cloud environment, users are provisioned with virtual machines (VMs). To allocate resources for users dynamically and effectively, accurate resource demands predicting is essential. For this purpose, this paper proposes a self-adaptive prediction method using en...

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Vydáno v:Comput Intell Neurosci
Hlavní autoři: Chen, Zhijia, Zhu, Yuanchang, Di, Yanqiang, Feng, Shaochong
Médium: Artigo
Jazyk:Inglês
Vydáno: Hindawi Publishing Corporation 2015
Témata:
Research Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4321097/
https://ncbi.nlm.nih.gov/pubmed/25691896
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2015/919805
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