Item type | Current location | Call number | Status | Date due | Barcode |
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Books | 004.6782 KUM (Browse shelf) | Available | 033852 |
Includes bibliographical references 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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