Machine learning for cloud management /
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
Includes bibliographical references (pages 159-170) and index.
"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"--
9780367626488
Cloud computing.
Machine learning.
006.31 / KUM/M
Includes bibliographical references (pages 159-170) and index.
"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"--
9780367626488
Cloud computing.
Machine learning.
006.31 / KUM/M