TY  - BOOK
AU  - Kumar,Jitendra
AU  - Singh,Ashutosh Kumar
AU  - Mohan,Anand
AU  - Buyya,Rajkumar
TI  - Machine learning for cloud management
SN  - 9780367626488
U1  - 006.31 
PY  - 2022///
CY  - Boca Raton
PB  - CRC Press
KW  - Cloud computing
KW  - Machine learning
N1  - Includes bibliographical references (pages 159-170) and index
N2  - "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"--
ER  -