Optimized Scheduling and Load Balancing for Cost and Energy Consumption Minimization in Cloud Computing Networks based on Fuzzy-PSO

سال انتشار: 1399
محل انتشار: اولین کنفرانس مکانیک، مهندسی برق و کامپیوتر
کد COI اختصاصی: CMECE01_041
زبان مقاله: انگلیسی
تعداد مشاهده: 765

نویسندگان

Department of Computer Engineering, Science and Research Branch, Islamic Azad University,Tehran, Iran

Faculty of Electrical and Computer Engineering Malek Ashtar University of Technology, Tehran, Iran

چکیده

Cloud computing is a model by which users will be able to access configurable shared resources such as network, processing power, applications and storage. These resources can be quickly acquired and released with minimal management effort or the need to interact with the service provider. The sudden increase in the number of users and their need for internet services has led Supplier Companies to Facing problems such as inability to respond quickly to users and increase costs. Due to the dynamic characteristics of the cloud computing environment and its heterogeneity, scheduling tasks in cloud computing is a very important issue. Providing a proper scheduling approach can lead to increased resource efficiency in the cloud by reducing response time and costs. The research approach seeks to provide a new method for resource scheduling based on the Fuzzy-PSO method. Due to the uncertainty in the timing of cloud networks, fuzzy logic needs to be used. The PSO algorithm is also used to improve speed and load-based scheduling due to its high convergence.

کلیدواژه ها

Cloud Computing, Resource Scheduling, Load Balance, Fuzzy Logic

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