MeReg: Managing Energy-SLA Tradeoff for Green Mobile Cloud Computing

المؤلفون المشاركون

Zhang, Weizhe
Yadav, Rahul

المصدر

Wireless Communications and Mobile Computing

العدد

المجلد 2017، العدد 2017 (31 ديسمبر/كانون الأول 2017)، ص ص. 1-11، 11ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2017-12-17

دولة النشر

مصر

عدد الصفحات

11

التخصصات الرئيسية

تكنولوجيا المعلومات وعلم الحاسوب

الملخص EN

Mobile cloud computing (MCC) provides various cloud computing services to mobile users.

The rapid growth of MCC users requires large-scale MCC data centers to provide them with data processing and storage services.

The growth of these data centers directly impacts electrical energy consumption, which affects businesses as well as the environment through carbon dioxide (CO2) emissions.

Moreover, large amount of energy is wasted to maintain the servers running during low workload.

To reduce the energy consumption of mobile cloud data centers, energy-aware host overload detection algorithm and virtual machines (VMs) selection algorithms for VM consolidation are required during detected host underload and overload.

After allocating resources to all VMs, underloaded hosts are required to assume energy-saving mode in order to minimize power consumption.

To address this issue, we proposed an adaptive heuristics energy-aware algorithm, which creates an upper CPU utilization threshold using recent CPU utilization history to detect overloaded hosts and dynamic VM selection algorithms to consolidate the VMs from overloaded or underloaded host.

The goal is to minimize total energy consumption and maximize Quality of Service, including the reduction of service level agreement (SLA) violations.

CloudSim simulator is used to validate the algorithm and simulations are conducted on real workload traces in 10 different days, as provided by PlanetLab.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Yadav, Rahul& Zhang, Weizhe. 2017. MeReg: Managing Energy-SLA Tradeoff for Green Mobile Cloud Computing. Wireless Communications and Mobile Computing،Vol. 2017, no. 2017, pp.1-11.
https://search.emarefa.net/detail/BIM-1206083

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Yadav, Rahul& Zhang, Weizhe. MeReg: Managing Energy-SLA Tradeoff for Green Mobile Cloud Computing. Wireless Communications and Mobile Computing No. 2017 (2017), pp.1-11.
https://search.emarefa.net/detail/BIM-1206083

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Yadav, Rahul& Zhang, Weizhe. MeReg: Managing Energy-SLA Tradeoff for Green Mobile Cloud Computing. Wireless Communications and Mobile Computing. 2017. Vol. 2017, no. 2017, pp.1-11.
https://search.emarefa.net/detail/BIM-1206083

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1206083