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ANSS
2000
IEEE
15 years 7 months ago
An Analytic Method for Predicting Simulation Parallelism
The abilityto predict the performance of a simulationapplicationbefore its implementationis an important factor to the adoption of parallel simulation technology in industry. Idea...
Hong Wang, Yong Meng Teo, Seng Chuan Tay
DSOM
2000
Springer
15 years 7 months ago
Operational Data Analysis: Improved Predictions Using Multi-computer Pattern Detection
Operational Data Analysis (ODA) automatically 1) monitors the performance of a computer through time, 2) stores such information in a data repository, 3) applies data-mining techn...
Ricardo Vilalta, Chidanand Apté, Sholom M. ...
WECWIS
1999
IEEE
102views ECommerce» more  WECWIS 1999»
15 years 7 months ago
Monitoring and Prediction of Network Performance
Analysis of network and application pegormance is traditionally based on mathematical models derived from first principles. Such models are usually complex, diflcult to use, and d...
Bjorn Frogner, Alexander B. Cannara
CP
2006
Springer
15 years 7 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...
AIED
2011
Springer
14 years 7 months ago
Early Prediction of Cognitive Tool Use in Narrative-Centered Learning Environments
Narrative-centered learning environments introduce novel opportunities for supporting student problem solving and learning. By incorporating cognitive tools into plots and characte...
Lucy R. Shores, Jonathan P. Rowe, James C. Lester