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» Statistical Models for Automatic Performance Tuning
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EPEW
2005
Springer
13 years 10 months ago
Performance Tuning of Failure Detectors in Wireless Ad-hoc Networks: Modelling and Experiments
Abstract. We consider wireless ad-hoc networks and implement failure detections mechanisms. These failure detectors provide elementary information for high level distributed algori...
Corine Marchand, Jean-Marc Vincent
CORR
2010
Springer
182views Education» more  CORR 2010»
13 years 4 months ago
SPOT: An R Package For Automatic and Interactive Tuning of Optimization Algorithms by Sequential Parameter Optimization
The sequential parameter optimization (spot) package for R (R Development Core Team, 2008) is a toolbox for tuning and understanding simulation and optimization algorithms. Model-...
Thomas Bartz-Beielstein
IEEEPACT
2009
IEEE
13 years 11 months ago
Automatic Tuning of Discrete Fourier Transforms Driven by Analytical Modeling
—Analytical models have been used to estimate optimal values for parameters such as tile sizes in the context of loop nests. However, important algorithms such as fast Fourier tr...
Basilio B. Fraguela, Yevgen Voronenko, Markus P&uu...
EGC
2005
Springer
13 years 10 months ago
Statistical Modeling and Segmentation in Cardiac MRI Using a Grid Computing Approach
Abstract. Grid technology is widely emerging as a solution for wide-spread applicability of computerized analysis and processing procedures in biomedical sciences. In this paper we...
Sebastián Ordas, Hans C. van Assen, Loic Bo...
ICAC
2005
IEEE
13 years 10 months ago
Dynamic Black-Box Performance Model Estimation for Self-Tuning Regulators
Methods for automatically managing the performance of computing services must estimate a performance model of that service. This paper explores properties that are necessary for p...
Magnus Karlsson, Michele Covell