METHOD AND SYSTEM FOR GENERATING RESOURCE ALLOCATION RECOMMENDATIONS

State of the art systems being used to perform resource allocation fail to consider dynamic resource requirements.' The disclosure herein generally relates to resource allocation in computing systems, and, more particularly, to a method and system for automated resource allocation in computing systems based on dynamically determined resource requirements. The system collects application instance level data by monitoring each application in the computing device being monitored, and generated a neural network model of the computing device by using the collected application instance level data. Working of the computing device is emulated using the neural network model to determine workload, and in turn resource requirements of the computing device, and accordingly one or more resource allocation recommendations are generated.