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115
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SDM
2012
SIAM
12 years 12 months ago
2012
SIAM
The Knowledge Discovery Toolbox (KDT) enables domain experts to perform complex analyses of huge datasets on supercomputers using a high-level language without grappling with the ...
109
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EDBT
2012
ACM
12 years 12 months ago
2012
ACM
MapReduce has emerged as a promising architecture for large scale data analytics on commodity clusters. The rapid adoption of Hive, a SQL-like data processing language on Hadoop (...
138
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ICSE
2012
IEEE-ACM
12 years 12 months ago
2012
IEEE-ACM
—Software logging is a conventional programming practice. While its efficacy is often important for users and developers to understand what have happened in the production run, ...
414
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Lecture Notes
I have been designing and building applications, including the databases used by those applications, for several decades now. I have seen similar problems approached by different d...
KDD
2009
ACM
15 years 10 months ago
2009
ACM
Classification is a core task in knowledge discovery and data mining, and there has been substantial research effort in developing sophisticated classification models. In a parall...