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《Electronic Measurement Technology》 2014-06
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Load balancing strategy based on improved genetic algorithm

Yang Yue;Ruan Yaduan;Chen Qimei;Communication Technique Research Center of Nanjing University;  
The fast development of mobile internet and cloud computing introduces a new mobile service architectureMobile Cloud Computing(MCC).We propose a new load balancing strategy based on the improved genetic algorithm to make better utilization of the resources in the mobile cloud environment.This algorithm applies multi-target fitness function and self-adaptive crossover and mutation operator,and solves the problem about slow convergence and falling into suboptimal convergence solution of the Standard Genetic Algorithm(SGA).The Cloudsim platform is used for simulation and the result shows the optimized algorithm can suit the mobile cloud environment well and get better load balancing solution.
【Fund】: 国家科技重大专项(2011ZX03005-004-03);; 江苏省科技厅(BE2011822)项目
【CateGory Index】: TP18
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【Citations】
Chinese Journal Full-text Database 5 Hits
1 Jia Dongyao Chen Xi(School of Electronics and Information Engineering,Beijing Jiaotong University,Beijing 100044,China);Research of automatic focus method based on wavelet neural network[J];Journal of Electronic Measurement and Instrument;2012-05
2 ZHOU Ya-lan ( College of Information,Guangdong University of Business Studies,Guangzhou 510320,China);Hybrid strategy of intelligent optimization algorithm:analysis,design and model[J];Application Research of Computers;2010-12
3 LI Yazhou, ZHENG Xiaojun, ZHANG Qiang, WEI XiaopengKey Laboratory of Advanced Design and Intelligent Computing, Ministry of Education, Dalian University, Dalian, Liaoning 116622, China;Packing method based on GA with improved initial solution[J];Computer Engineering and Applications;2013-08
4 Xiaopeng Fan 1, Jiannong Cao 2, and Haixia Mao 3 (1. Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences; 2. Department of Computing, Hong Kong Polytechnic University; 3. Department of Land Surveying and Geo-informatics, Hong Kong Polytechnic University);A Survey of Mobile Cloud Computing[J];中兴通讯技术(英文版);2011-01
5 Wang Kai,Deng Zhongfen,Shi Weiren,Wang Xiaogang(College of Automation,Chongqing University,Chongqing 400044,China);Distributed multiple attribute-based energy-balance routing for wireless sensor networks[J];Chinese Journal of Scientific Instrument;2012-04
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Yin Huaiqiao Shen Song Ge Baoshan Li Xujie (China Orient Institute of Noise & Vtbration Beijing 100081,China);Cloud smart test technology based on LXI and CXI[J];Foreign Electronic Measurement Technology;2013-05
2 Zhang Chuan;Zhang Qijun;School of Electronic and Information Engineering,Tianjin University;;Technique and key points for power amplifier modeling based on dynamic neural networks[J];Electronic Measurement Technology;2014-01
3 YI Wenzhou.Department of Computer and Information, Guangdong Vocational and Technical College, Guangzhou 510520, China;Hybrid algorithm of chaotic catfish particle swarm optimization and differential evolution[J];Computer Engineering and Applications;2012-15
4 ZHANG WeiShan;CHEN LiCheng;LIU Xin;LU QingHua;ZHANG PeiYing;YANG Su;Department of Software Engineering,China University of Petroleum;College of Computer,Fudan University;;An OSGi-based flexible and adaptive pervasive cloud infrastructure[J];中国科学:信息科学(英文版);2014-03
5 Ying Huaiqiao;Shen Song;Li Xujie;China Orient Institute of Noise and Vibration(COINV);;Third Industrial Revolution and Software Manufacture and Cloud Smart Science Technology[J];Computer Measurement & Control;2014-03
6 Zhao Wanxin1,Zhang Yan1,Pan Wei2 (1.Northwestern Polytechnical University library,Xi'an 710072,China) (2.Northwestern Polytechnical University School of Computer Science,Xi'an 710072,China);Trends of research on intelligence optimization algorithm indexed by SCI[J];Microcomputer & Its Applications;2012-04
7 LU Hong-liang, XIA Xiao, WANG Xiao-dong ( School of Computer, National University of Defense Technology, Changsha Hunan 410073, China );Analysis the Performance of Data Protection in Mobile Cloud Computing[J];Netinfo Security;2011-09
8 Xu Jia1,2,3,Feng Xin1,Xiao Fu1,Wang Ruchuan1(1 School of Computer Science & Technology,Nanjing University of Posts and Telecommunications,Nanjing 210003,China; 2 Key Laboratory for Computer Network and Information Integration(Southeast University),Ministry of Education, Nanjing 211189,China;3 State Key Laboratory for Novel Software Technology,Nanjing University,Nanjing 210093,China);Optimal expected delay copy dissemination protocol in delay tolerant networks[J];Chinese Journal of Scientific Instrument;2012-12
9 Qi Xiaogang;Wei Peng;Lu Zanzan;Xie Mande;Hu Mingming;State Key Laboratory of Complex Electromagnetic Environment Effects on Electronics and Information System;School of Mathematics and Statistics,Xidian University;College of Computer and Information Engineering,Zhejiang Technology and Business University;;Energy-efficient boundary node selection algorithm based on target detection[J];Chinese Journal of Scientific Instrument;2013-12
10 Li Ming;Cao Xiaoli;Hu Weijun;Chongqing Key Laboratory of Electronic Commerce & Supply Chain System,Chongqing Technology and Business University;Detection and Control of Integrated Systems Engineering Laboratory,Chongqing Technology and Business University;;Optimal multi-objective clustering routing protocol based on harmony search algorithm for wireless sensor networks[J];Chinese Journal of Scientific Instrument;2014-01
China Proceedings of conference Full-text Database 1 Hits
1 LU Hong-liang,XIA Xiao,WANG Xiao-dong (School of Computer,National University of Defense Technology,Changsha Hunan 410073,China );Analysis the Performance of Data Protection in Mobile Cloud Computing[A];[C];2011
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 DING Jin,YUAN Zhen-hai(School of Automation Nanjing University of Technology,Nanjing 210009,China);Application of traveling wave fault location for the small neutral earthed system[J];Electrical Measurement & Instrumentation;2008-06
2 TENGHong\|fei1,2,ZHANGBao1,LIUJun1,LIGuang\|qiang1,SUNZhi\|guo1( 1.School of Mech. Eng., Dalian Univ. of Technol., Dalian 116024, China;2.Res. Inst. of Comput. Technol., Dalian Univ. of Technol., Dalian 116024, China );Spacecraft layout design[J];Journal of Dalian University of Technology;2003-01
3 FENGEn-min~(*1),GONGZhao-hua~2,LIUChong-yang~2,ZHANGXu~1( 1.Dept. of Appl. Math., Dalian Univ. of Technol., Dalian 116024, China;2.School of Math., Shandong Inst. of Bus. and Technol., Yantai 264005, China );Improved GA for artificial satellite module layout problem with performance constraints[J];Journal of Dalian University of Technology;2005-03
4 ZHOU Ya-lan,Wang Jia-hai,YIN Jian (Department of Computer Science,Sun Yat-Sen University,Guangzhou,Guangdong 510275,China);A Discrete Particle Swarm Optimization Algorithm Based on Estimation of Distribution[J];Acta Electronica Sinica;2008-06
5 CAO Mao-yong1,2,3, SUN Nong-liang3, YU Dao-yin1,2 (1. College of Precision Instrument and Opto-Electronic Engineering, Tianjin University, Tianjin 300072, China;2. Key Laboratory of Opto-Electronic Information Science and Technology, Ministry of Education, Tianjin 300072, China;3. Information and Electrical Engineering School, Shandong University of Science and Technology, Jinan 250031, China);Digital image evaluation function based on gray gradient[J];Opto-electronic Engineering;2003-04
6 Ying Huaiqiao;Development, Outlook of Virtual Instruments & CATAI[J];Foretgn Electronig Measurement Technology;2000-02
7 Chen Shangsong Li Zhi Lei Jia Guo Qing(School pf Electronic Engineering,Guilin University of Electronic Technology,Guilin 541004,China);Review and prospect of Virtual Instrumentation[J];Foreign Electronic Measurement Technology;2009-12
8 Li Qi,Feng Huajun,Xu Zhihai,Bian Meijuan,Shen Su,Dai Ruichun * State Key Laboratory of Modern Optical Instrumentation,Zhejiang University,Hangzhou,China 310027 Shanghai No.1 Research Institute of Zhongxing Telecommunication Corp,Shanghai,China 200231;DIGITAL IMAGE SHARPNESS EVALUATION FUNCTION[J];Acta Photonica Sinica;2002-06
9 LI Wang1,2,XU Xi-ping1,SONG He-lun2,RU Zhan-qiang1,2,LU Xin1,2,ZHANG Guo-yu1,ZHANG Yao-hui2(1.School of Photo-Electronic Engineering,Changchun University of Science and Technology,Changchun 130022,China;2.Suzhou Institute of Nano-tech and Nano-bionics,Suzhou 215125,China);Design and analysis of the line focus Fresnel concentrator based on the diffused focal points method[J];Infrared and Laser Engineering;2010-04
10 ;Development, Outlook of Virtual Instruments & CATAI[J];MEASUREMENT & CONTROL TECHNOLOGY;2000-08
China Proceedings of conference Full-text Database 2 Hits
1 Ying Huaiqiao,Liu Jinming,Shen Song,Ying Ming,Du Feng,Li Yimin;The Birth,Development of Chinese Virtual Instrument and Nobel' s Feelings[A];[C];2011
2 Ying Huaiqiao;Development History and Trend of Virtual Instrument,CATAI and Smarter Instrument[A];[C];2011
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