作者
Pardeep Singh, Gourav Bathla, Deepak Panwar, Alankrita Aggarwal, Shivani Gaba
发表日期
2022/8/25
图书
International Conference on Signal Processing and Integrated Networks
页码范围
139-154
出版商
Springer Nature Singapore
简介
Resource management during the cloud computing process is one of the prominent issues currently under research. The reason behind this is to procure an optimal utilization of these resources with the least cost and time. Allocation and scheduling of users’ tasks over the servers is an NP-hard problem, which can be solved by applying various heuristic and meta-heuristic approaches. With this motive, the paper has analyzed the performance of two meta-heuristic approaches, i.e., Genetic Algorithm (GA) and Flower Pollination Algorithm (FPA) in scheduling the tasks over virtual machines (VM). Tasks to VMs allotment is mainly responsible for the utilization of virtual resources which are actually running over physical machines (PM) or servers. The prime parameter considered in the research is makespan which indirectly measures the consumption of resources for performing a set of tasks. Simulation for the …
引用总数
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P Singh, G Bathla, D Panwar, A Aggarwal, S Gaba - International Conference on Signal Processing and …, 2022