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Joint Optimization of Energy Conservation and Migration Cost for Complex Systems in Edge Computing
المؤلفون المشاركون
Qi, Lianyong
Xu, Xiaolong
Yuan, Yuan
Xue, Yuan
Cui, Mengmeng
المصدر
العدد
المجلد 2019، العدد 2019 (31 ديسمبر/كانون الأول 2019)، ص ص. 1-14، 14ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2019-12-04
دولة النشر
مصر
عدد الصفحات
14
التخصصات الرئيسية
الملخص EN
By means of the complex systems, multiple renewable energy sources are integrated to provide energy supply for users.
Considering that there are massive services needed to process in complex systems, the mobile services are offloaded from mobile devices to edge servers for efficient implementation.
In spite of the benefits of complex systems and edge servers, massive resource requirements for implementing the increasing resource requests decrease the execution efficiency and affect the whole resource usage of edge servers.
Therefore, it remains an issue to achieve dynamic scheduling of the computing resources across edge servers.
With the consideration of this issue, a Balanced Resource Scheduling Method, named BRSM, for trade-offs between virtual machine (VM) migration cost and energy consumption of VM migrations for edge server management, named BRSM, is designed in this paper.
Technically, we analyze the load conditions of edge servers and formulate the energy consumption of VM migrations and VM migration cost as a multi-objective optimization problem.
Then, we propose a dynamic resource scheduling method for WMAN to deal with the multi-objective optimization problem.
In addition, nondominated sorting genetic algorithm III (NSGA-III) is adopted to generate optimal resource scheduling strategies.
Finally, we conduct experiment simulations to testify the efficiency of the proposed method BRSM.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Xu, Xiaolong& Xue, Yuan& Cui, Mengmeng& Yuan, Yuan& Qi, Lianyong. 2019. Joint Optimization of Energy Conservation and Migration Cost for Complex Systems in Edge Computing. Complexity،Vol. 2019, no. 2019, pp.1-14.
https://search.emarefa.net/detail/BIM-1132369
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Xu, Xiaolong…[et al.]. Joint Optimization of Energy Conservation and Migration Cost for Complex Systems in Edge Computing. Complexity No. 2019 (2019), pp.1-14.
https://search.emarefa.net/detail/BIM-1132369
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Xu, Xiaolong& Xue, Yuan& Cui, Mengmeng& Yuan, Yuan& Qi, Lianyong. Joint Optimization of Energy Conservation and Migration Cost for Complex Systems in Edge Computing. Complexity. 2019. Vol. 2019, no. 2019, pp.1-14.
https://search.emarefa.net/detail/BIM-1132369
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1132369
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر
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