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《Journal of Computer Applications》 2008-11
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Optimal resource model and task scheduling algorithm based on dynamic load balancing strategy in grid

ZHONG Shao-bo1,Ah-Hwwe Yu2(1.College of Elementary Education,Chongqing Normal University, Chongqing 400700,China;2.Nanyang Technological University,Singapore 639798,Singapore)  
Task scheduling is a NP-hard problem and also an integral part of parallel and distributed computing.It becomes more complicated especially in the grid computing environment.An optimal task scheduling model and an algorithm were brought forward,which combined the advantages of immune clonal algorithm and simulated annealing.The simulation results show that this algorithm achieves resource load balancing,and it overcomes the shortcomings of genetic algorithm,and can be applied to the optimization of task scheduling successfully.
【CateGory Index】: TP393.01
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【Citations】
Chinese Journal Full-text Database 6 Hits
1 JIAO Li cheng,DU Hai feng (Key Laboratory of Radar Signal Processing,Xidian University,Xi'an,Shaanxi 710071,China);Development and Prospect of the Artificial Immune System[J];Acta Electronica Sinica;2003-10
2 LIU Fang,LI Yang-yang (Institute of Computer,Xidian University,Xi'an,Shaanxi 710071,China);Quantum Clonal Evolutionary Algorithms[J];Acta Electronica Sinica;2003-S1
3 LI Ji~1,2 ZHONG Jiang~1 WU Zhong-Fu~1 (Computer College,Chongqing University,Chongqing 400044)~1(Department of Computer and Modern Education Technology,Chongqing Education College,Chongqing 400067)~2;An Artificial Immune Algorithm for Job Scheduling in Grid Environment with Fuzzy Processing Time[J];Computer Science;2006-02
4 LI Yang-Yang JIAO Li-Cheng (Institute of Intelligent Information Processing, Xidian University, Xi ′an 710071);Quantum-Inspired Immune Clonal Algorithm for SAT Problem[J];Chinese Journal of Computers;2007-02
5 Li Chunlin 1,2) Lu Zhengding 2) Li Layuan 1) (School of Computer Science, WUT, Wuhan 430063) 1) (School of Computer Science, Huazhong University of Science & Technology,Wuhan 430074) 2);An Agent-based Approach for Grid Resource Management[J];Journal of Wuhan University of Technology;2003-01
6 LIU Hong1,BAI Dong2,DING Wei1 (1. Broadband Communication Network Lab., Beijing University of Posts and Telecommunications, Beijing 100876, China; 2. Satellite Communication Lab., Peking University, Beijing 100871, China);A heuristic adaptive genetic algorithm for load balancing in MPLS networks[J];Journal of China Institute of Communications;2003-10
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 MENG Fei,WANG Shi-cheng,YANG Xiao-gang,ZHANG He-xin(No.301 Staff Room,Second Artillery Engineering College,Xi’an 710025,China);Application Research of Image Matching Based on Hausdorff Distance and Immune Genetic Algorithm[J];Ordnance Industry Automation;2008-02
2 WANG Li, CAI Ying, XUE Qing, YIN Jun(School of Mechanical and Vehicular Engineering, Beijing Institute of Technology, Beijing 100081, China);Control Model of Reconfigurable Manufacturing System Based on Multi-Agent System[J];Transactions of Beijing Institute of Technology;2007-03
3 MA Zhong-li, WANG Ke-jun, LIU Hong-da (Automation College, Harbin Engineering University, Harbin 150001, China);Design of an intelligent self-adaptive control system for ship course based on IGA-BP algorithms[J];Ship Engineering;2006-05
4 NI Hongmei1,WANG Weigang2 (1. School of Computer and Information Technology,Daqing Petroleum Institute,Daqing 163318; 2. School of Mechanical Science and Engineering,Daqing Petroleum Institute,Daqing 163318);Quantum Clone Algorithm which uses in the Function Optimizing[J];Journal of Changchun University of Science and Technology(Natural Science Edition);2009-02
5 CHEN Ting-wei,ZHANG Bin,HAO Xian-wen(School of Information Science & Engineering,Northeastern University,Shenyang 110004,China.);Task Scheduling in Grid Environment Based on Immune Genetic Algorithm[J];Journal of Northeastern University(Natural Science);2007-03
6 Peng Liangyu1,2 Yu Wangbing1 (1. Hunan Normal University Changsha 410081 China 2. Beijing University of Aeronautics and Astronautics Beijing 100083 China);Fault Diagnosis of Analog Circuit Based on Wavelet Analysis and Clonal Selection Algorithm[J];Transactions of China Electrotechnical Society;2007-06
7 CAI Xi,HU Chang-hua,CAI Guang-bin(The Second Artillery Engineering Institute,Xi'an 710025,China);Time series prediction based on artificial immune RBF neural network[J];Electronics Optics & Control;2007-04
8 ZENG Jin-quan,ZHAO Hui,LIU Cai-ming,PENG Ling-xi (School of Computer Science, Sichuan University Chengdu 610065);Immune Principles Inspired Approach to Detection of Web Attacks[J];Journal of University of Electronic Science and Technology of China;2007-06
9 SONG Shaomin~(1.2) GUI Weihua~2 LI Zulin~2 YAO Shengxin~2 ,LI Jianjun~2 1.Central South University,Changsha 410083,China 2.Hunan Institute of Technology,Hengyang 421008,China;Immunodiagnosis for Power Transformer Faults Using Multi-information[J];Automation of Electric Power Systems;2006-16
10 YAN Yan (Computer Teaching And Research Section,North Campus,Anyang Institute of Technology,Anyang 455001,China);A New NIDS Model Based on Dangerous Model Theory[J];Computer Knowledge and Technology;2008-12
China Proceedings of conference Full-text Database 7 Hits
1 Yang Licai, Jia Lei, Kong Qingjie (School of Control Science and Engineering, Shandong University, Ji' nan 250061);Study of Dynamitic Route Guidance Algorithm Based on Artificial Immune System[A];[C];2005
2 XIONG Xiao-bo~(1,2) GUI Guo-qing~1 ZHENG Ming-xin~2 XU Jian-cong~3 MA Shu-zhi~4 (1. Institute of Technology Jinggangsan University, Ji'an 343009, China; 2. School of Civil Engineering, East China Jiaotong University, Nanchang 330013, China; 3. College of Civil Engineering, Tongji University, Shanghai 200092, China; 4. Engineering Faculty, China University of Geosciences, Wuhan 430074, China);Research on deformation prediction for deep foundation pit based on the artificial immune RBF neural network[A];[C];2008
3 Zhang Huanguo Lan Kaimin Zhang Jiabo Zhang Zhizhong (Key Lab of Telecommunication networks and signaling systems, Chongqing University of Posts & Telecommunications, Chongqing 400065 );Load-balance In the metropolitan area multi-RPRs network[A];[C];2004
4 Zhang Huanguo Zhang Jiabo Zhang Zhizhong ZhuangLing (Key Lab of Telecommunication networks and signaling systems, Chongqing University of Posts & Telecommunications, Chongqing 400065);The scheme of extending capacity in RPR network[A];[C];2004
5 ZHENG Hong LI Li SUN Tao (Research Center for Intelligent Image Processing and Analysis,School of Electronic Information,Wuhan University,Wuhan 430079);An Immune Approach for Ship Detection from High Resolution Satellite Images[A];[C];2006
6 Gu Ling-kang~1 Zhou Ming-zheng~1 LIN Hong-ji~2 1.CS Dept.of Anhui University of Technology and Science, 2.College of Mathamatic & Computer Science,FuZhou University.Wuhu,Anhui 241000,China);Image Recognition Applied to Intelligent Monitoring System Based on Immune Clonal Clustering Algorithm and SCNN[A];[C];2008
7 YANG Fu-gang1,SUN Tong-jing1,SONG Song-lin2(1.School of Control Science and Engineering,Shandong University,Ji'nan 250061,China;2.Shandong Xinhua Medical Instrument Co.,Ltd,Zi'bo 255000,China);Application of artificial immune algorithm in foreign particles detection in glass bottles liquids[A];[C];2007
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 JIAO Li cheng,DU Hai feng (Key Laboratory of Radar Signal Processing,Xidian University,Xi'an,Shaanxi 710071,China);Development and Prospect of the Artificial Immune System[J];Acta Electronica Sinica;2003-10
2 LIU Fang,LI Yang-yang (Institute of Computer,Xidian University,Xi'an,Shaanxi 710071,China);Quantum Clonal Evolutionary Algorithms[J];Acta Electronica Sinica;2003-S1
3 Liu Fang Yang Hai-chao (Computer Institute, Xidian University, Xi'an 710071, China);A Multicast Routing Algorithm Based on Clonal Strategies[J];Journal of Electronics and Information Technology;2004-11
4 HU Jiang-qiang1,GUO Chen2,LI Tie-shan1(1.College of Navigation,Dalian Maritime University,Dalian 116026,China;2.College of Automation andElectrical Engineering,Dalian Maritime University,Dalian 116026,China);Heuristic adaptive immune clone algorithm[J];Journal of Harbin Engineering University;2007-01
5 Sheng Yanjun Wang BingwenDoctoral Candidate; Dept. of Control Sci. & Eng., Huazhong Univ. of Sci. & Tech., Wuhan 430074, China.;The real-coded clone select algorithm and its application[J];Journal of Huazhong University of Science and Technology;2004-02
6 REN Wei-zheng1,ZHONG Shao-bo2,SHU Wan-neng3(1.School of Electronic Engineering,Beijing University of Posts and Telecommunications,Beijing 100876,China;2.College of Elementary Education,Chongqing Normal University,Chongqing 400700,China;3.College of Computer Science,South-Central University for Nationalities,Wuhan 430074,China);Resource allocation and task scheduling based on immune clonal strategy in grid environment[J];Journal of PLA University of Science and Technology(Natural Science Edition);2008-05
7 DING Jian Li, CHEN Zeng Qiang, and YUAN Zhu Zhi(College of Information Technology and Science, Nankai University, Tianjin 300071);On the Combination of Genetic Algorithm and Ant Algorithm[J];Journal of Computer Research and Development;2003-09
8 LI Ji~1,2 ZHONG Jiang~1 WU Zhong-Fu~1 (Computer College,Chongqing University,Chongqing 400044)~1(Department of Computer and Modern Education Technology,Chongqing Education College,Chongqing 400067)~2;An Artificial Immune Algorithm for Job Scheduling in Grid Environment with Fuzzy Processing Time[J];Computer Science;2006-02
9 ZHANG Jian LIU Chun-Lin TAN Qing-Ping (School of Computer,National University of Defence Technology,Changsha 410073);A Scheduling Algorithm Based on Load Balancing in Distributed Workflow[J];Computer Science;2006-07
10 ZHANG Yingfeng , LI Yulin (Department of Electronics Engineering , Shanghai Jiaotong University, Shanghai 200030);Grid Computing Resource Management Scheduler Based on Evolution Algorithm[J];Computer Engineering;2003-15
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Zhou Weiliang He Kun Cao Xianbin 1) Cheng Huixia 2) (Computer Center, Institute of Anhui Economy Management 230059) ( 1) Department of Computer Science and Technology, USTC 2) Department of Computer Science, Anhui;Design of BP Network Based on Immune Genetic Algorithm[J];JOURNAL OF ANHUI UNIVERSITY(NATURAL SCIENCES);1999-01
2 Li Haifeng 1 ,Wang Haifeng 2 ,Chen Heng 1 (1.Southeast University,Nanjing210096,China)(2.University of Bath,Bath,UK);MODELING OF IMMUNE SYSTEM AND ITS APPLICATION IN POWER SYSTEM VOLTAGE REGULATION[J];Automation of Electric Power Systems;2001-23
3 ;立体匹配的免疫算法[J];Computer and Information Technology;2001-04
4 LIU Shu\|lin 1,2 , ZHANG Jia\|zhong 2, WANG Ri\|xin 2, SHI Wen\|gang 2 ( 1. Dept of Petroleum Mechanical Engineering, Daqing Petroleum Institute, Anda, Heilongjiang 151400, China; 2. Dept of Astronautics and Mechanics, Harbin Institute of Technolo;Immune system based approach for on-line fault diagnosis of rotary machinery[J];Journal of Daqing Petroleum Institute;2001-04
5 WANG Lei,PAN Jin,JIAO Li-cheng (Key Lab for Radar Signal Processing,Xidian Univ.,Xi′an 710071,China);The Immune Algorithm[J];ACTA ELECTRONICA SINICA;2000-07
6 YANG Shu yuan,LIU Fang,JIAO Li cheng(Key Lab for Radar Processing,Xidian Univ.,Xi′an,Shaanxi 710071,China);The Quantum Evolutionary Strategies[J];Acta Electronica Sinica;2001-S1
7 JIAO Li cheng,DU Hai feng (Key Laboratory of Radar Signal Processing,Xidian University,Xi'an,Shaanxi 710071,China);Development and Prospect of the Artificial Immune System[J];Acta Electronica Sinica;2003-10
8 Shao Xueguang; Chen Zonghai; Lin Xiangqin (Department of Chemistry, University of Science and Technology of China, Hefei 230026);A Novel Algorithm for Fitting Analytical Signals──an Immune Algorithm[J];CHINESE JOURNAL OF ANALYTIEAL CHEMISTRY;2000-02
9 Shao Xueguang , Sun Li (Department of Chemistry, University of Science and Technology of China, Hefei 230026);An Application of Immune Algorithm to the Resolution of Multicomponent Overlapping Two-way Chromatogram[J];Chinese Journal of Analytieal Chemistry;2001-07
10 WU Xiao-jin,HAN Sheng-lian ( Tongji University,Shanghai 200092,China);Construction of Immune Genetic Algorithm and Application in Functional Optimization[J];Journal of Liaoning Technical University (Natural Science Edition);2001-05
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