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IPPS
2003
IEEE
15 years 9 months ago
Performance Prediction of Paging Workloads Using Lightweight Tracing
A trace of a workload’s system calls can be obtained with minimal interference, and can be used to drive repeatable experiments to evaluate system configuration alternatives. R...
Ariel N. Burton, Paul H. J. Kelly
PPSN
2010
Springer
15 years 2 months ago
Feature Selection for Multi-purpose Predictive Models: A Many-Objective Task
The target of machine learning is a predictive model that performs well on unseen data. Often, such a model has multiple intended uses, related to different points in the tradeoff ...
Alan P. Reynolds, David W. Corne, Michael J. Chant...
UML
2004
Springer
15 years 9 months ago
A Metamodel for Generating Performance Models from UML Designs
Several different kinds of performance models can be generated from sets of scenarios that describe typical responses of a system, and their use of resources. The Core Scenario Mod...
Dorin Bogdan Petriu, C. Murray Woodside
IPSN
2010
Springer
15 years 8 months ago
Practical modeling and prediction of radio coverage of indoor sensor networks
The robust operation of many sensor network applications depends on deploying relays to ensure wireless coverage. Radio mapping aims to predict network coverage based on a small n...
Octav Chipara, Gregory Hackmann, Chenyang Lu, Will...
CORR
2011
Springer
176views Education» more  CORR 2011»
14 years 11 months ago
Multiplexed Model Predictive Control
: Most academic control schemes for MIMO systems assume all the control variables are updated simultaneously. MPC outperforms other control strategies through its ability to deal w...
Keck Voon Ling, Jan M. Maciejowski, A. G. Richards...