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ICML
2008
IEEE
16 years 4 months ago
A dual coordinate descent method for large-scale linear SVM
In many applications, data appear with a huge number of instances as well as features. Linear Support Vector Machines (SVM) is one of the most popular tools to deal with such larg...
Cho-Jui Hsieh, Kai-Wei Chang, Chih-Jen Lin, S. Sat...
HIPEAC
2010
Springer
16 years 1 months ago
Remote Store Programming
Abstract. This paper presents remote store programming (RSP), a programming paradigm which combines usability and efficiency through the exploitation of a simple hardware mechanism...
Henry Hoffmann, David Wentzlaff, Anant Agarwal
TMA
2010
Springer
206views Management» more  TMA 2010»
15 years 11 months ago
Collection and Exploration of Large Data Monitoring Sets Using Bitmap Databases
Collecting and exploring monitoring data is becoming increasingly challenging as networks become larger and faster. Solutions based on both SQL-databases and specialized binary for...
Luca Deri, Valeria Lorenzetti, Steve Mortimer
ESA
2009
Springer
106views Algorithms» more  ESA 2009»
15 years 10 months ago
Fast Evaluation of Interlace Polynomials on Graphs of Bounded Treewidth
Abstract. We consider the multivariate interlace polynomial introduced by Courcelle (2008), which generalizes several interlace polynomials defined by Arratia, Bollob´as, and Sor...
Markus Bläser, Christian Hoffmann
ISCAS
2008
IEEE
173views Hardware» more  ISCAS 2008»
15 years 10 months ago
Analysis of video filtering on the cell processor
— In this paper an analysis of bi-dimensional video filtering on the Cell Broadband Engine Processor is presented. To evaluate the processor, a highly adaptive filtering algori...
Arnaldo Azevedo, Cor Meenderinck, Ben H. H. Juurli...