Machine learning for cloud management / 
by Jitendra Kumar, Ashutosh Kumar Singh, Anand Mohan, Rajkumar Buyya. 
 - Boca Raton :  CRC Press,  2022. 
 - xxiv, 172 pages :  illustrations ;  27 cm 
<br/><br/>Includes bibliographical references (pages 159-170) and index. 
<br/><br/> "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"-- 
<br/><br/><label>ISBN: </label>9780367626488 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Cloud computing.<br/>Machine learning.
<br/><br/><label>Dewey Class. No.: </label>006.31  / KUM/M