Title :
Survey and analysis of optimal scheduling strategies in cloud environment
Author :
Paul, Mousumi ; Sanyal, Goutam
Author_Institution :
Dept. of CSE, Nat. Inst. of Technol., Durgapur, India
Abstract :
Cloud technologies promise to change the way organizations tackle complex computational problems. Here millions of user share cloud resources by submitting their computing task to the cloud system. So Scheduling these millions of task is a challenge to cloud computing environment. In this paper we have proposed a methodology by using assignment to assign these jobs to the suitable resources so as to minimize the whole completion time. The cost matrix is generated by using credit of a task to be assigned to a particular resource. The task having more credit carries more chance to assign to the best fitted resource. The proposed method has been established in homogeneous cloud environment.
Keywords :
cloud computing; minimisation; processor scheduling; resource allocation; cloud computing environment; cloud resource sharing; cloud technologies; completion time minimization; complex computational problem; cost matrix; job assignment; optimal scheduling strategies; task scheduling; Genetic algorithms; Middleware; Optimal scheduling; Processor scheduling; Quality of service; Scheduling; Upper bound; ITMAP; Optimization; cost matrix; load balancing;
Conference_Titel :
Information and Communication Technologies (WICT), 2011 World Congress on
Conference_Location :
Mumbai
Print_ISBN :
978-1-4673-0127-5
DOI :
10.1109/WICT.2011.6141347