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ICML
2005
IEEE
15 years 11 months ago
A support vector method for multivariate performance measures
This paper presents a Support Vector Method for optimizing multivariate nonlinear performance measures like the F1score. Taking a multivariate prediction approach, we give an algo...
Thorsten Joachims
ICSE
2007
IEEE-ACM
15 years 4 months ago
The Future of Software Performance Engineering
Performance is a pervasive quality of software systems; everything affects it, from the software itself to all underlying layers, such as operating system, middleware, hardware, c...
C. Murray Woodside, Greg Franks, Dorina C. Petriu
AICT
2009
IEEE
123views Communications» more  AICT 2009»
15 years 3 months ago
Performance Evaluation of Multicast Routing over Multilayer Multistage Interconnection Networks
Multilayer MINs have emerged mainly due to the increased need for routing capacity in the presence of multicast and broadcast traffic, their performance prediction and evaluation ...
D. C. Vasiliadis, G. E. Rizos, C. Vassilakis, E. G...
IPPS
1999
IEEE
15 years 2 months ago
Condition-Based Maintenance: Algorithms and Applications for Embedded High Performance Computing
Condition based maintenance (CBM) seeks to generate a design for a new ship wide CMB system that performs diagnoses and failure prediction on Navy shipboard machinery. Eventually, ...
Bonnie Holte Bennett, George D. Hadden
ICAS
2009
IEEE
139views Robotics» more  ICAS 2009»
15 years 4 months ago
Predicting Web Server Crashes: A Case Study in Comparing Prediction Algorithms
Abstract—Traditionally, performance has been the most important metrics when evaluating a system. However, in the last decades industry and academia have been paying increasing a...
Javier Alonso, Jordi Torres, Ricard Gavaldà