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» SMDS Measurements and Modeling to Predict Performance
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UM
2007
Springer
14 years 5 days ago
The Effect of Model Granularity on Student Performance Prediction Using Bayesian Networks
A standing question in the field of Intelligent Tutoring Systems and User Modeling in general is what is the appropriate level of model granularity (how many skills to model) and h...
Zachary A. Pardos, Neil T. Heffernan, Brigham Ande...
MICRO
2006
IEEE
127views Hardware» more  MICRO 2006»
14 years 2 days ago
A Predictive Performance Model for Superscalar Processors
Designing and optimizing high performance microprocessors is an increasingly difficult task due to the size and complexity of the processor design space, high cost of detailed si...
P. J. Joseph, Kapil Vaswani, Matthew J. Thazhuthav...
SEM
2004
Springer
13 years 11 months ago
Accuracy of Performance Prediction for EJB Applications: A Statistical Analysis
Abstract. A challenging software engineering problem is the design and implementation of component-based (CB) applications that can meet specified performance requirements. Our PPC...
Yan Liu, Ian Gorton
RECOMB
2007
Springer
14 years 6 months ago
A Bayesian Model That Links Microarray mRNA Measurements to Mass Spectrometry Protein Measurements
Abstract. An important problem in biology is to understand correspondences between mRNA microarray levels and mass spectrometry peptide counts. Recently, a compendium of mRNA expre...
Anitha Kannan, Andrew Emili, Brendan J. Frey
CIMCA
2008
IEEE
14 years 16 days ago
Analyzing Resource-Usage Impact on Component-Based Systems Performance and Reliability
An early prediction of resource utilization and its impact on system performance and reliability can reduce the overall system cost, by allowing early correction of detected probl...
Aida Causevic, Paul Pettersson, Cristina Cerschi S...