Machine Learning and Optimization Models for Optimization in Cloud by Punit Gupta, Mayank Kumar Goyal, Sudeshna Chakraborty and Ahmed A. Elngar ISBN 9781000542264, 1000542262 instant download

Machine Learning and Optimization Models for Optimization in Cloud by Punit Gupta, Mayank Kumar Goyal, Sudeshna Chakraborty and Ahmed A. Elngar ISBN 9781000542264, 1000542262 instant download

Machine Learning and Models for Optimization in Cloud's aims to meet the user requirement with high quality of service, least time for computation and high reliability. With the increase in services migrating over cloud, the load over the cloud increases, resulting in faults and various security failures in the system, resulting in decreasing reliability. To fulfill this requirement the cloud system uses intelligent meta-heuristic and prediction algorithms to provide resources to the user in an efficient manner to manage the performance of the system and plan for upcoming requests. Intelligent algorithms help the system to predict and find a suitable resource for a cloud environment in real time with the least computational complexity taking into mind the system performance in under loaded and over loaded conditions.