Machine learning for cloud management / Jitendra Kumar, Ashutosh Kumar Singh, Anand Mohan, Rajkumar Buyya.
| Author/creator | Kumar, Jitendra, 1975- |
| Other author | Singh, Ashutosh Kumar. |
| Other author | Mohan, Anand (Of Indian Institute of Technology) |
| Other author | Buyya, Rajkumar, 1970- |
| Format | Electronic |
| Edition | First edition. |
| Publication Info | Boca Raton : CRC Press/Taylor & Francis Group, 2022. |
| Description | xxiv, 172 pages : illustrations ; 27 cm |
| Supplemental Content | Full text available from eBooks on EBSCOhost |
| Supplemental Content | Full text available from Taylor & Francis eBooks |
| Subjects |
| Abstract | "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"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references (pages 159-170) and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2021027713 |
| ISBN | 9780367626488 (hardback) |
| ISBN | 9780367622565 (paperback) |
| ISBN | (ebook) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | ✔ Available |