Impact of Computation Offloading on Efficiency of Wireless Face Recognition

被引:0
作者
Baba, Akiya [1 ]
Sumi, Nanoka [1 ]
Moshnyaga, Vasily G. [1 ]
机构
[1] Fukuoka Univ, Grad Sch Engn, Jonan Ku, 8-19-1 Nanakuma, Fukuoka 8140180, Japan
来源
2014 24TH INTERNATIONAL WORKSHOP ON POWER AND TIMING MODELING, OPTIMIZATION AND SIMULATION (PATMOS) | 2014年
关键词
face recognition; network-based system; offloading; energy analysis;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Task offloading is a tradeoff between reducing the computational load of mobile devices and increasing data transfers in the network. This paper studies impact of task offloading on efficiency of mobile face recognition system. It compares two offloading alternatives used in existing mobile face-recognition system and reports on their efficiency in terms of energy consumption, processing time and recognition accuracy. The offloading method which leads to the best energy-performance tradeoff is outlined.
引用
收藏
页数:7
相关论文
共 26 条
  • [1] [Anonymous], 2000, WORKSH COMP OP SYST
  • [2] [Anonymous], 2010, IJCSE INT J COMPUTER
  • [3] [Anonymous], 2010, FACE RECOGNITION MOB
  • [4] [Anonymous], 2003, P INT C COMP VIS
  • [5] Tactics-based remote execution for mobile computing
    Balan, RK
    Satyanarayanan, M
    Park, S
    Okoshi, T
    [J]. PROCEEDINGS OF MOBISYS 2003, 2003, : 273 - 286
  • [6] Studying energy trade offs in offloading computation/compilation in Java']Java-enabled mobile devices
    Chen, GY
    Kang, BT
    Kandemir, M
    Vijaykrishnan, N
    Irwin, MJ
    Chandramouli, R
    [J]. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2004, 15 (09) : 795 - 809
  • [7] Ding A.Y., 2013, 10 ANN IEEE COMM SOC
  • [8] Discriminant analysis for recognition of human face images
    Etemad, K
    Chellappa, R
    [J]. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1997, 14 (08) : 1724 - 1733
  • [9] Hadid A, 2007, 2007 FIRST ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS, P96
  • [10] Huerta-Cánepa G, 2008, 2008 22ND INTERNATIONAL WORKSHOPS ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS, VOLS 1-3, P387, DOI 10.1109/WAINA.2008.148