Resource scheduling in cloud computing using back propagation algorithm
B C Ashwini, Y.S. Nijagunarya
Abstract
B C Ashwini, Y.S. Nijagunarya
Abstract
Cloud computing is also called as internet -based computing. Cloud computing is one of the distributed computing system. Its main principle is, to use the resources optimally for achieving higher efficiency. Cloud computing is mainly used to solve vast scale issues. IT assets gave by cloud system, then again, are devoted to providing back-end preparing abilities and client based access to these capabilities. In cloud computing technology, clients lease the resources and only pay for what they use. Cloud computing users should be particular while choosing cloud service providers. Main advantage of cloud computing is “agility”. Scheduling of resources is one of the tough problem in cloud computing. The main task of Scheduling is, to assign the resources for the user request, so that the task can be finished in minimum time. In this paper Multiple Artificial Neural Network (MANN) is used for allocating the resources for the user requests. Thus with the help of Multiple Artificial Neural Network, scheduling of resources in cloud computing can be improved.
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Cloud computing is also called as internet -based computing. Cloud computing is one of the distributed computing system. Its main principle is, to use the resources optimally for achieving higher efficiency. Cloud computing is mainly used to solve vast scale issues. IT assets gave by cloud system, then again, are devoted to providing back-end preparing abilities and client based access to these capabilities. In cloud computing technology, clients lease the resources and only pay for what they use. Cloud computing users should be particular while choosing cloud service providers. Main advantage of cloud computing is “agility”. Scheduling of resources is one of the tough problem in cloud computing. The main task of Scheduling is, to assign the resources for the user request, so that the task can be finished in minimum time. In this paper Multiple Artificial Neural Network (MANN) is used for allocating the resources for the user requests. Thus with the help of Multiple Artificial Neural Network, scheduling of resources in cloud computing can be improved.
Key concepts: Computer science, Cloud computing, Distributed computing, Scheduling (production processes), Processor scheduling, Resource (disambiguation), Algorithm, Mathematical optimization