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» Exploiting nonstationarity for performance prediction
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ICASSP
2010
IEEE
14 years 9 months ago
Image-quality prediction of synthetic aperture sonar imagery
This work exploits several machine-learning techniques to address the problem of image-quality prediction of synthetic aperture sonar (SAS) imagery. The objective is to predict th...
David P. Williams
ISPDC
2008
IEEE
15 years 4 months ago
Load Balancing in Mesh-like Computations using Prediction Binary Trees
We present a load-balancing technique that exploits the temporal coherence, among successive computation phases, in mesh-like computations to be mapped on a cluster of processors....
Biagio Cosenza, Gennaro Cordasco, Rosario De Chiar...
63
Voted
GECCO
2007
Springer
180views Optimization» more  GECCO 2007»
15 years 1 months ago
Support vector regression for classifier prediction
In this paper we introduce XCSF with support vector prediction: the problem of learning the prediction function is solved as a support vector regression problem and each classifie...
Daniele Loiacono, Andrea Marelli, Pier Luca Lanzi
PE
2010
Springer
135views Optimization» more  PE 2010»
14 years 4 months ago
Performance evaluation of component-based software systems: A survey
Performance prediction and measurement approaches for component-based software systems help software architects to evaluate their systems based on component performance specificat...
Heiko Koziolek
ISCA
1998
IEEE
125views Hardware» more  ISCA 1998»
15 years 1 months ago
Performance Characterization of a Quad Pentium Pro SMP using OLTP Workloads
Commercial applications are an important, yet often overlooked, workload with significantly different characteristics from technical workloads. The potential impact of these diffe...
Kimberly Keeton, David A. Patterson, Yong Qiang He...