Machine Learning for Cloud Management

by Anand Mohan , Ashutosh Kumar Singh , Jitendra Kumar , Rajkumar Buyya

Book Details

Format Hardback or Cased Book

ISBN-10 0367626489

ISBN-13 9780367626488

Publisher Taylor & Francis Ltd

Imprint Chapman & Hall/CRC

Country of Manufacture GB

Country of Publication GB

Publication Date Nov 26th, 2021

Print length 182 Pages

Weight 512 grams

Product Classification: Automatic control engineering Cloud computing Machine learning

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Ksh 27,900.00

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Machine Learning for Cloud Management explores cloud resource management through predictive modelling and virtual machine placement. The book is ideal for researchers who are working in the domain of cloud computing.

"Machine Learning for Cloud Management explores cloud resource management through predictive modelling and virtual machine placement. The predictive approaches are developed using regression-based time series analysis and neural network models. The neural network-based models are primarily trained using evolutionary algorithms, and efficient virtual machine placement schemes are developed using multi-objective genetic algorithms. The book is ideal for researchers who are working in the domain of cloud computing"--

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