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International Journal of Nonlinear Analysis and Applications، جلد ۱۲، شماره Special Issue، صفحات ۳۴۳-۳۶۰
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عنوان انگلیسی Resource allocation optimization in cloud computing using the whale optimization algorithm
چکیده انگلیسی مقاله Cloud computing is a massively distributed system in which existing resources interact with user-requested tasks to meet their requests. In such a system, the problem of optimizing Resource Allocation and Scheduling (RAS) is vital, because recourse allocation and scheduling deals with the mapping between recourses and user requests and also is responsible for optimal allocating of tasks to available resources. In the cloud environment, a user may face hundreds of computational resources to do his work. Therefore, manually recourse allocation and scheduling are impossible, and having a schedule between user requests and available recourses seems logical. In this paper, we used Whale Optimization Algorithm (WOA) to solve resource allocation and task scheduling problem in cloud computing to have optimal resource allocation and reduce the total runtime of requested services by users. The proposed algorithm is compared with the other existed algorithms. Results indicate the proper performance of the proposed algorithm than other ones.
کلیدواژه‌های انگلیسی مقاله cloud computing, Makespan, Task, Resource, whale optimization algorithm
نویسندگان مقاله Seyed Hasan Hosseini |
Deportment of Computer Islamic Azad University Neyshabur Branch, Neyshabur, Iran

Javad Vahidi |
Iran University of Science and Technology, Tehran, Iran

Seyed Reza Kamel Tabbakh |
Deportment of Computer Engineering, Mashhad Branch, Islamic Azad University Mashhad, Iran

Ali Asghar Shojaei |
Deportment of Computer Islamic Azad University Neyshabur Branch, Neyshabur, Iran

نشانی اینترنتی https://ijnaa.semnan.ac.ir/article_5188_9dc184b1915868f78d97721058147f1a.pdf
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