Machine Learning for Cloud Management
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 engineeringCloud computingMachine learning
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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