Development of Energy-aware Mobile Applications Based on Resource Outsourcing

被引:1
作者
Lee, Byoung-Dai [1 ]
Lim, Kwang-Ho [1 ]
Kim, Namgi [1 ]
机构
[1] Kyonggi Univ, Dept Comp Sci, Suwon 443760, Gyeonggi, South Korea
基金
新加坡国家研究基金会;
关键词
Dynamic estimation; energy-efficiency; mobile cloud computing; computation offloading; EXECUTION; DECISION; POWER;
D O I
10.1142/S0218194014500399
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Smart connected devices such as smartphones and tablets are battery-operated to facilitate their mobility. Therefore, low power consumption is a critical requirement for mobile hardware and for the software designed for such devices. In addition to efficient power management techniques and new battery technologies based on nanomaterials, cloud computing has emerged as a promising technique for reducing energy consumption as well as augmenting the computational and memory capabilities of mobile devices. In this study, we designed and implemented a framework that allows for the energy-efficient execution of mobile applications by partially offloading the workload of a mobile device onto a resourceful cloud. This framework comprises a development toolkit,which facilitates the development of mobile applications capable of supporting computation offloading, and a runtime infrastructure for deployment in the cloud. Using this framework, we implemented three different mobile applications and demonstrated that considerable energy savings can be achieved compared with local processing for both resource-intensive and lightweight applications, especially when using high-speed networks such as Wi-Fi and Long-Term Evolution.
引用
收藏
页码:1225 / 1243
页数:19
相关论文
共 26 条
[21]   CLOUD COMPUTING FOR MOBILE USERS: CAN OFFLOADING COMPUTATION SAVE ENERGY? [J].
Kumar, Karthik ;
Lu, Yung-Hsiang .
COMPUTER, 2010, 43 (04) :51-56
[22]   An Adaptive Computation Offloading Decision for Energy-Efficient Execution of Mobile Applications in Clouds [J].
Lee, Byoung-Dai ;
Lim, Kwang-Ho ;
Choi, Yoon-Ho ;
Kim, Namgi .
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2014, E97D (07) :1804-1811
[23]   Graphene Nanoribbon and Nanostructured SnO2 Composite Anodes for Lithium Ion Batteries [J].
Lin, Jian ;
Peng, Zhiwei ;
Xiang, Changsheng ;
Ruan, Gedeng ;
Yan, Zheng ;
Natelson, Douglas ;
Tour, James M. .
ACS NANO, 2013, 7 (07) :6001-6006
[24]   Batteries based on fluoride shuttle [J].
Reddy, M. Anji ;
Fichtner, M. .
JOURNAL OF MATERIALS CHEMISTRY, 2011, 21 (43) :17059-17062
[25]   The Case for VM-Based Cloudlets in Mobile Computing [J].
Satyanarayanan, Mahadev ;
Bahl, Paramvir ;
Caceres, Ramon ;
Davies, Nigel .
IEEE PERVASIVE COMPUTING, 2009, 8 (04) :14-23
[26]   On effective off loading services for resource-constrained mobile devices running heavier mobile Internet applications [J].
Yang, Kun ;
Ou, Shumao ;
Chen, Hsiao-Hwa .
IEEE COMMUNICATIONS MAGAZINE, 2008, 46 (01) :56-63