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CLUSTER
2007
IEEE
15 years 6 months ago
Blutopia: Stackable storage for cluster management
— The complexity of today’s computer systems poses a challenge to system administrators. Current systems comprise a multitude of inter-related software components running on di...
Fábio Oliveira, Gorka Guardiola, Jay A. Pat...
CORR
2008
Springer
133views Education» more  CORR 2008»
15 years 4 months ago
Faceted Ranking of Egos in Collaborative Tagging Systems
Multimedia uploaded content is tagged and recommended by users of collaborative systems, resulting in informal classifications also known as folksonomies. Faceted web ranking has ...
José Ignacio Orlicki, Pablo Ignacio Fierens...
CORR
2008
Springer
142views Education» more  CORR 2008»
15 years 4 months ago
A Gaussian Belief Propagation Solver for Large Scale Support Vector Machines
Support vector machines (SVMs) are an extremely successful type of classification and regression algorithms. Building an SVM entails solving a constrained convex quadratic program...
Danny Bickson, Elad Yom-Tov, Danny Dolev
IPPS
2010
IEEE
15 years 2 months ago
Large-scale multi-dimensional document clustering on GPU clusters
Document clustering plays an important role in data mining systems. Recently, a flocking-based document clustering algorithm has been proposed to solve the problem through simulat...
Yongpeng Zhang, Frank Mueller, Xiaohui Cui, Thomas...
CVPR
2011
IEEE
15 years 17 days ago
Learning Message-Passing Inference Machines for Structured Prediction
Nearly every structured prediction problem in computer vision requires approximate inference due to large and complex dependencies among output labels. While graphical models prov...
Stephane Ross, Daniel Munoz, J. Andrew Bagnell