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ISNN
2005
Springer
15 years 7 months ago
Scaling the Kernel Function to Improve Performance of the Support Vector Machine
Abstract. The present study investigates a geometrical method for optimizing the kernel function of a support vector machine. The method is an improvement of the one proposed in [4...
Peter Williams, Sheng Li, Jianfeng Feng, Si Wu
ICPR
2000
IEEE
15 years 6 months ago
Transparent Parallel Image Processing by way of a Familiar Sequential API
This paper describes an infrastructure that enables transparent development of image processing software for parallel computers. The infrastructure’s main component is an image ...
Frank J. Seinstra, Dennis Koelma
ISHPC
1999
Springer
15 years 6 months ago
Dynamically Adaptive Parallel Programs
Abstract. Dynamic program optimization is the only recourse for optimizing compilers when machine and program parameters necessary for applying an optimization technique are unknow...
Michael Voss, Rudolf Eigenmann
JSSPP
2000
Springer
15 years 5 months ago
Time-Sharing Parallel Jobs in the Presence of Multiple Resource Requirements
Abstract. Buffered coscheduling is a new methodology that can substantially increase resource utilization, improve response time, and simplify the development of the run-time suppo...
Fabrizio Petrini, Wu-chun Feng
IPPS
2008
IEEE
15 years 8 months ago
Outlier detection in performance data of parallel applications
— When an adaptive software component is employed to select the best-performing implementation for a communication operation at runtime, the correctness of the decision taken str...
Katharina Benkert, Edgar Gabriel, Michael M. Resch