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ICWE
2010
Springer
14 years 8 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
96
Voted
ASPLOS
2006
ACM
15 years 1 months ago
Accurate and efficient regression modeling for microarchitectural performance and power prediction
We propose regression modeling as an efficient approach for accurately predicting performance and power for various applications executing on any microprocessor configuration in a...
Benjamin C. Lee, David M. Brooks
84
Voted
MASCOTS
2001
14 years 11 months ago
Performing File Prediction with a Program-Based Successor Model
Recent increases in CPU performance have surpassed those in hard drives. As a result, disk operations have become more expensive in terms of the number of CPU cycles spent waiting...
Tsozen Yeh, Darrell D. E. Long, Scott A. Brandt
CISIS
2008
IEEE
15 years 4 months ago
Hybrid Performance Modeling and Prediction of Large-Scale Computing Systems
Abstract—Performance is a key feature of large-scale computing systems. However, the achieved performance when a certain program is executed is significantly lower than the maxi...
Sabri Pllana, Siegfried Benkner, Fatos Xhafa, Leon...
110
Voted
BMVC
2010
14 years 7 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