Machine learning for cloud management / Jitendra Kumar, Ashutosh Kumar Singh, Anand Mohan, Rajkumar Buyya.
Material type: TextEdition: First editionDescription: xxiv, 172 pages : illustrationsISBN:- 9780367626488
- 9780367622565
- 004.6782 23 JIT.M
Item type | Current library | Home library | Call number | Status | Date due | Barcode | |
---|---|---|---|---|---|---|---|
Book | Campus Library Kariavattom | Campus Library Kariavattom | 004.6782 KUM.M (Browse shelf(Opens below)) | Available | UCL33493 |
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"--
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