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HPCC
2005
Springer
15 years 12 months ago
Adaptive Buffering-Based on Handoff Prediction for Wireless Internet Continuous Services
New challenging deployment scenarios are accommodating portable devices with limited and heterogeneous capabilities that roam among wireless access localities during service provis...
Paolo Bellavista, Antonio Corradi, Carlo Giannelli
IPPS
2003
IEEE
15 years 11 months ago
Performance Prediction and Its Use in Parallel and Distributed Computing Systems
Performance prediction is set to play a significant role in supportive middleware that is designed to manage workload on parallel and distributed computing systems. This middlewa...
Stephen A. Jarvis, Daniel P. Spooner, Helene N. Li...
MICRO
2002
IEEE
114views Hardware» more  MICRO 2002»
15 years 11 months ago
Characterizing and predicting value degree of use
A value’s degree of use—the number of dynamic uses of that value—provides the most essential information needed to optimize its communication. We present simulation results ...
J. Adam Butts, Gurindar S. Sohi
CP
2006
Springer
15 years 10 months ago
Performance Prediction and Automated Tuning of Randomized and Parametric Algorithms
Abstract. Machine learning can be utilized to build models that predict the runtime of search algorithms for hard combinatorial problems. Such empirical hardness models have previo...
Frank Hutter, Youssef Hamadi, Holger H. Hoos, Kevi...
GECCO
2006
Springer
142views Optimization» more  GECCO 2006»
15 years 10 months ago
Classifier prediction based on tile coding
This paper introduces XCSF extended with tile coding prediction: each classifier implements a tile coding approximator; the genetic algorithm is used to adapt both classifier cond...
Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wils...