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ICDE
2012
IEEE
304views Database» more  ICDE 2012»
11 years 9 months ago
Learning-based Query Performance Modeling and Prediction
— Accurate query performance prediction (QPP) is central to effective resource management, query optimization and query scheduling. Analytical cost models, used in current genera...
Mert Akdere, Ugur Çetintemel, Matteo Rionda...
ICWE
2010
Springer
13 years 5 months ago
Model-Driven Web Engineering Performance Prediction with Layered Queue Networks
This position paper describes an approach to predict the performances of a Web application already in the early stages of application development. It leverages the wealth of inform...
Alessio Gambi, Giovanni Toffetti, Sara Comai
BMVC
2010
13 years 5 months ago
Joint Modeling of Algorithm Behavior and Image Quality for Algorithm Performance Prediction
In this paper, we propose a framework for predicting the performance of a vision algorithm given the input image or video so as to maximize the algorithm's ability to provide...
Apurva Gala, Shishir Shah
PAMI
2007
92views more  PAMI 2007»
13 years 6 months ago
Modeling and Predicting Face Recognition System Performance Based on Analysis of Similarity Scores
—This paper presents methods of modeling and predicting face recognition (FR) system performance based on analysis of similarity scores. We define the performance of an FR system...
Peng Wang, Qiang Ji, James L. Wayman
HIPC
2009
Springer
13 years 4 months ago
A performance prediction model for the CUDA GPGPU platform
The significant growth in computational power of modern Graphics Processing Units(GPUs) coupled with the advent of general purpose programming environments like NVIDA's CUDA,...
Kishore Kothapalli, Rishabh Mukherjee, M. Suhail R...