Profiling Energy Efficiency and Data Communications for Mobile Internet of Things
المؤلفون المشاركون
Leung, Victor
Sathyamoorthy, Peramanathan
Ngai, Edith C.-H.
Hu, Xiping
المصدر
Wireless Communications and Mobile Computing
العدد
المجلد 2017، العدد 2017 (31 ديسمبر/كانون الأول 2017)، ص ص. 1-15، 15ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2017-11-07
دولة النشر
مصر
عدد الصفحات
15
التخصصات الرئيسية
تكنولوجيا المعلومات وعلم الحاسوب
الملخص EN
This paper proposes a novel power management solution for resource-constrained devices in the context of Internet of Things (IoT).
We focus on smartphones in the IoT, as they are getting increasingly popular and equipped with strong sensing capabilities.
Smartphones have complex and asynchronous power consumption incurred by heterogeneous components including their on-board sensors.
Their interaction with the cloud allows them to offload computation tasks and access remote data storage.
In this work, we aim at monitoring the power consumption behaviours of the smartphones, profiling both individual applications and the system as a whole, to make better decisions in power management.
We design a cloud orchestration architecture as an epic predictor of behaviours of smart devices by extracting their application characteristics and resource utilization.
We design and implement this architecture to perform energy profiling and data analysis on massive data logs.
This cloud orchestration architecture coordinates a number of cloud-based services and supports dynamic workflows between service components, which can reduce energy consumption in the energy profiling process itself.
Experimental results showed that small portion of applications dominate the energy consumption of smartphones.
Heuristic profiling can effectively reduce energy consumption in data logging and communications without scarifying the accuracy of power monitoring.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Sathyamoorthy, Peramanathan& Ngai, Edith C.-H.& Hu, Xiping& Leung, Victor. 2017. Profiling Energy Efficiency and Data Communications for Mobile Internet of Things. Wireless Communications and Mobile Computing،Vol. 2017, no. 2017, pp.1-15.
https://search.emarefa.net/detail/BIM-1206069
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Sathyamoorthy, Peramanathan…[et al.]. Profiling Energy Efficiency and Data Communications for Mobile Internet of Things. Wireless Communications and Mobile Computing No. 2017 (2017), pp.1-15.
https://search.emarefa.net/detail/BIM-1206069
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Sathyamoorthy, Peramanathan& Ngai, Edith C.-H.& Hu, Xiping& Leung, Victor. Profiling Energy Efficiency and Data Communications for Mobile Internet of Things. Wireless Communications and Mobile Computing. 2017. Vol. 2017, no. 2017, pp.1-15.
https://search.emarefa.net/detail/BIM-1206069
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1206069
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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