کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
424532 685587 2016 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Towards an autonomic performance management approach for a cloud broker environment using a decomposition–coordination based methodology
ترجمه فارسی عنوان
به سوی یک رویکرد مدیریت عملکرد اتکایی برای محیط کارفرما ابر با استفاده از روش تجزیه و تحلیل هماهنگی
کلمات کلیدی
تجزیه تجزیه و تحلیل، تعادل تعاملی، محاسبات مستقل، کارگزار ابر پردازش ابری
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
چکیده انگلیسی


• We develop a dynamic resource allocation approach in cloud broker environment with limited resources.
• The developed approach can also be applied to federated cloud computing environment.
• The interaction balance principles are utilized in the developed approach.
• The developed approach maximizes the profitability of the cloud broker and service provider simultaneously.

Efficient resource allocation of computational resources to services is one of the predominant challenges in a cloud computing environment. Furthermore, the advent of cloud brokerage and federated cloud computing systems increases the complexity of cloud resource management. Cloud brokers are considered third party organizations that work as intermediaries between the service providers and the cloud providers. Cloud brokers rent different types of cloud resources from a number of cloud providers and sublet these resources to the requesting service providers. In this paper, an autonomic performance management approach is introduced that provides dynamic resource allocation capabilities for deploying a set of services over a federated cloud computing infrastructure by considering the availability as well as the demand of the cloud computing resources. A distributed control based approach is used for providing autonomic computing features to the proposed framework via a feedback-based control loop. This distributed control based approach is developed using one of the decomposition–coordination methodologies, named interaction balance, for interactive bidding of cloud computing resources. The primary goals of the proposed approach are to maintain the service level agreements, maximize the profit, and minimize the operating cost for the service providers and the cloud broker. The application of interaction balance methodology and prioritization of profit maximization for the cloud broker and the service providers during resource allocation are novel contributions of the proposed approach.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Future Generation Computer Systems - Volume 54, January 2016, Pages 195–205
نویسندگان
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