ROAP: Resource Optimization, Allocation and Provisioning in cloud ecosystem with cognitive computing

Abstract

In the domain of Artificial Intelligence, many academicians and researchers predict that cognitive computing represents the future. But can it address the issues and challenges of cloud computing? This is precisely what has been explored in this paper. Among the many issues plaguing cloud computing is the challenge of efficient resource management by cloud service providers, including both the allocation and deallocation of resources on demand to cloud service requesters. To address this challenge efficiently, a cognitive framework has been proposed. This framework applies the principles of cognitive computing to detect and evaluate patterns, if any, in cloud requests, enabling more effective future resource allocation.