A Novel Adaptive Support Vector Machine based Task Scheduling

[1]  Andrew J. Page,et al.  Dynamic task scheduling using genetic algorithms for heterogeneous distributed computing , 2005, 19th IEEE International Parallel and Distributed Processing Symposium.

[2]  Vladimir N. Vapnik,et al.  The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.

[3]  Marti A. Hearst Trends & Controversies: Support Vector Machines , 1998, IEEE Intell. Syst..

[4]  Yan Alexander Li,et al.  Minimizing the Application Execution Time Through Scheduling of Subtasks and Communication Traffic in a Heterogeneous Computing System , 1997, IEEE Trans. Parallel Distributed Syst..

[5]  Kenichi Hagihara,et al.  Near-optimal dynamic task scheduling of independent coarse-grained tasks onto a computational grid , 2003, 2003 International Conference on Parallel Processing, 2003. Proceedings..

[6]  Yuanxiang Li,et al.  A genetic algorithm for task scheduling in network computing environment , 2002, Fifth International Conference on Algorithms and Architectures for Parallel Processing, 2002. Proceedings..

[7]  Po-Jen Chuang,et al.  An efficient optimization technique for task matching and scheduling in heterogeneous computing systems , 2002, Ninth International Conference on Parallel and Distributed Systems, 2002. Proceedings..

[8]  Simon Haykin,et al.  Neural Networks: A Comprehensive Foundation , 1998 .

[9]  Viktor K. Prasanna,et al.  Distributed adaptive task allocation in heterogeneous computing environments to maximize throughput , 2004, 18th International Parallel and Distributed Processing Symposium, 2004. Proceedings..

[10]  Howard Jay Siegel,et al.  A dynamic matching and scheduling algorithm for heterogeneous computing systems , 1998, Proceedings Seventh Heterogeneous Computing Workshop (HCW'98).

[11]  Viktor K. Prasanna,et al.  Heterogeneous computing: challenges and opportunities , 1993, Computer.

[12]  Han-Pang Huang,et al.  Dynamic scheduling of flexible manufacturing system using support vector machines , 2005, IEEE International Conference on Automation Science and Engineering, 2005..

[13]  R. F. Freund,et al.  Dynamic Mapping of a Class of Independent Tasks onto Heterogeneous Computing Systems , 1999, J. Parallel Distributed Comput..