Energy Efficient Location Tracking and Computation Offloading for Mobile Devices

作者: Lei Zhang

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摘要: In today’s mobile devices, the battery reservoir remains severely limited in capacity, making energy consumption a key concern design and implementation of applications. this thesis, we closely examine two approaches to improve efficiency applications: smartly utilizing local computation resources adaptively offloading remote cloud. We use location tracking as case study for former. identify defects conventional services that rely only on GPS, develop SensTrack, novel solution jointly multiple sensor hints modern smartphones. For latter, measure reduction realworld applications influential factors. then formulate energy-efficient scheduling problem present effective solutions.

参考文章(45)
Jukka K. Nurminen, Antti P. Miettinen, Energy efficiency of mobile clients in cloud computing ieee international conference on cloud computing technology and science. ,vol. 10, pp. 4- 4 ,(2010)
Nicholas Palmer, Thilo Kielmann, Henri Bal, Roelof Kemp, Cuckoo: A Computation Offloading Framework for Smartphones mobile computing, applications, and services. pp. 59- 79 ,(2010) , 10.1007/978-3-642-29336-8_4
Carl Edward Rasmussen, Gaussian processes in machine learning Lecture Notes in Computer Science. pp. 63- 71 ,(2003) , 10.1007/978-3-540-28650-9_4
Mark Stemm, Randy H. Katz, Measuring and Reducing Energy Consumption of Network Interfaces in Hand-Held Devices IEICE Transactions on Communications. ,vol. 80, pp. 1125- 1131 ,(1997)
Aaron Carroll, Gernot Heiser, An analysis of power consumption in a smartphone usenix annual technical conference. pp. 21- 21 ,(2010)
Hongchuan Yang, M.-S. Alouini, A hierarchical Markov model for wireless shadowed fading channels vehicular technology conference. ,vol. 2, pp. 640- 644 ,(2002) , 10.1109/VTC.2002.1002563
Eli Tilevich, Yannis Smaragdakis, J-Orchestra: Automatic Java Application Partitioning european conference on object oriented programming. pp. 178- 204 ,(2002) , 10.1007/3-540-47993-7_8
Zhiyuan Li, Cheng Wang, Rong Xu, Computation offloading to save energy on handheld devices: a partition scheme compilers, architecture, and synthesis for embedded systems. pp. 238- 246 ,(2001) , 10.1145/502217.502257
Kaisen Lin, Aman Kansal, Dimitrios Lymberopoulos, Feng Zhao, Energy-accuracy trade-off for continuous mobile device location international conference on mobile systems, applications, and services. pp. 285- 298 ,(2010) , 10.1145/1814433.1814462
Rufeng Meng, Jason Isenhower, Chuan Qin, Srihari Nelakuditi, Can smartphone sensors enhance kinect experience? Proceedings of the thirteenth ACM international symposium on Mobile Ad Hoc Networking and Computing - MobiHoc '12. pp. 265- 266 ,(2012) , 10.1145/2248371.2248417