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International Journal of Information and Communication Technology Research (IJICT، جلد ۵، شماره ۳، صفحات ۱-۱۰
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عنوان انگلیسی A Dynamic Resource Allocation Method for Virtual Datacenter Resources Using CoCo-VM Approach
چکیده انگلیسی مقاله A dynamic resource allocation method for virtual resources in virtualized data centers has been proposed in this paper. Since resource allocation with constraint in virtual environment is NP-hard, the solution has been focused on approximate methods based on immune system mechanism using agent based model and Cooperative Coevolutionary Algorithm (CoCo-VM) that appears to perform well in finding a plausible answer [1]. The novelty of our approach lies in integrating an agent based greedy algorithm based on immune system functionality together with the cooperative co-evolutionary concept as an intelligent solution for virtual resource allocation in a large scale and distributed virtualized datacenters. Here, some mathematical analyses have been done to identify the parameters essential to assign a suggested allocation approach. Results of different evaluations in pure immune system (PIS)0F 1 and CoCo-VM methods demonstrate that, for the scenarios under consideration, the proposed resource allocation approach can significantly reduce resource consumption, increase number of successful services, and achieve higher performance.
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نویسندگان مقاله | Mohammad Reza Ahmadi


نشانی اینترنتی http://ijict.itrc.ac.ir/browse.php?a_code=A-10-27-120&slc_lang=fa&sid=1
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زبان مقاله منتشر شده fa
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نوع مقاله منتشر شده پژوهشی
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