Research Scholar

Scholar Name Darshan Upadhyay
Department Information Technology
Reseach Area Cloud Computing
Supervisor Name Dr. Chirag Patel
Title Machine learning based on demand resource management in Cloud Computing
Abstract Cloud computing is fundamentally altering the expectations for how and when computing, storage and networking resources should be allocated, managed and consumed. Service developers want the service providers to ensure or provide the capability to dynamically allocate and manage resources in response to changing demand patterns in realtime. Service providers are managing tons of resources through various Technologies like load migration, load balancing auto scaling, virtual Machine placement policies etc and assure effective use of resources. But due to the increase of demand day by day, these techniques alone become inefficient for effective resource management. Invention of containers has given new life to service providers but problems are still eloping to train the machine so they can perform their task autonomously and efficiently with minimum human interaction. Introduction of machine learning in the cloud will leverage the Capabilities of the cloud.