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Cost-Effective Resource Provisioning in Cloud Using Cooperative Coevolutionary Genetic Algorithm - 2021

Research Area:  Cloud Computing

Abstract:

Nowadays, cloud is widely used platform for intensive computing, bulk storage, and networking. Elastically scalable on demand pay as per used model is one of the major reasons for the acceptability of the cloud-based computing. Data centers with huge amount of computing devices are distributed over the cloud service provider as the back end to provide services. Computing devices are arranged bombastically in data centers to ensure 24/7 availability. Inspired from Pantriyagin’s maximization principle for optimal control and self-balancing population with predator–prey interaction in ecological environment, a model for resource provisioning with cost-effective approach and efficient resource utilization scheme is presented in this paper. We present an optimal resource provisioning model by taking into account the matter of sustainability and profitability. Cooperative coevolutionary genetic algorithm is implemented in CloudSim simulation tool to find the optimal cost per provisioning.

Author(s) Name:  Monika KumariEmail authorGadadhar Sahoo

Journal name:  

Conferrence name:  Proceedings of the Fourth International Conference on Microelectronics, Computing and Communication Systems

Publisher name:  Springer

DOI:  10.1007/978-981-15-5546-6_32

Volume Information:  volume 673,pp 391-401