000			01418cam a2200277 i 4500
001			10773
003			IN-BhIIT
005			20240625111716.0
008			210607s2022 flua b 001 0 eng
020			_a9780367626488
040			_aIN-BhIIT
041			_aeng
082	0	0	_a006.31 _bKUM/M
245	1	0	_aMachine learning for cloud management / _cby Jitendra Kumar, Ashutosh Kumar Singh, Anand Mohan, Rajkumar Buyya.
260			_aBoca Raton : _bCRC Press, _c2022.
300			_axxiv, 172 pages : _billustrations ; _c27 cm
504			_aIncludes bibliographical references (pages 159-170) and index.
520			_a"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"--
650		0	_aCloud computing. _95251
650		0	_aMachine learning.
700	1		_aKumar, Jitendra _eAuthor. _923500
700	1		_aSingh, Ashutosh Kumar _eAuthor. _923501
700	1		_aMohan, Anand _eAuthor. _923502
700	1		_aBuyya, Rajkumar, _eAuthor. _923503
942			_cTRB
999			_c13640 _d13640