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SDM
2012
SIAM
237views Data Mining» more  SDM 2012»
13 years 7 months ago
A Distributed Kernel Summation Framework for General-Dimension Machine Learning
Kernel summations are a ubiquitous key computational bottleneck in many data analysis methods. In this paper, we attempt to marry, for the first time, the best relevant technique...
Dongryeol Lee, Richard W. Vuduc, Alexander G. Gray
CONCUR
2012
Springer
13 years 7 months ago
Linearizability with Ownership Transfer
Abstract. Linearizability is a commonly accepted notion of correctness for libraries of concurrent algorithms. Unfortunately, it assumes a complete isolation between a library and ...
Alexey Gotsman, Hongseok Yang
BIOINFORMATICS
2012
13 years 7 months ago
MolClass: a web portal to interrogate diverse small molecule screen datasets with different computational models
Summary: The MolClass toolkit and data portal generates computational models from user-defined small molecule datasets based on structural features identified in hit and non-hit m...
Jan Wildenhain, Nicholas FitzGerald, Mike Tyers
ESCIENCE
2005
IEEE
15 years 10 months ago
Grid-Based PDE.Mart: A PDE-Oriented PSE for Grid Computing
We investigate the migration of network-based PDE.Mart to the grid platform. The grid architecture of PDE.Mart is presented. Grid-based PDE.Mart is a service-oriented system, and ...
Guoyong Mao, Mo Mu, Wu Zhang, Xiaobin Zhang
DASFAA
2010
IEEE
179views Database» more  DASFAA 2010»
15 years 12 months ago
Scalable Splitting of Massive Data Streams
Scalable execution of continuous queries over massive data streams often requires splitting input streams into parallel sub-streams over which query operators are executed in paral...
Erik Zeitler, Tore Risch