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» Performance under Failures of DAG-based Parallel Computing
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DATAMINE
1999
140views more  DATAMINE 1999»
15 years 1 months ago
A Scalable Parallel Algorithm for Self-Organizing Maps with Applications to Sparse Data Mining Problems
Abstract. We describe a scalable parallel implementation of the self organizing map (SOM) suitable for datamining applications involving clustering or segmentation against large da...
Richard D. Lawrence, George S. Almasi, Holly E. Ru...
AI
2011
Springer
14 years 5 months ago
Parallelizing a Convergent Approximate Inference Method
Probabilistic inference in graphical models is a prevalent task in statistics and artificial intelligence. The ability to perform this inference task efficiently is critical in l...
Ming Su, Elizabeth Thompson
JPDC
2011
137views more  JPDC 2011»
14 years 4 months ago
Transparent runtime parallelization of the R scripting language
Scripting languages such as R and Matlab are widely used in scientific data processing. As the data volume and the complexity of analysis tasks both grow, sequential data process...
Jiangtian Li, Xiaosong Ma, Srikanth B. Yoginath, G...
DAC
2002
ACM
16 years 2 months ago
An integer linear programming based approach for parallelizing applications in On-chip multiprocessors
With energy consumption becoming one of the first-class optimization parameters in computer system design, compilation techniques that consider performance and energy simultaneous...
Ismail Kadayif, Mahmut T. Kandemir, Ugur Sezer
IPPS
2006
IEEE
15 years 8 months ago
Base line performance measurements of access controls for libraries and modules
Having reliable security in systems is of the utmost importance. However, the existing framework of writing, distributing and linking against code in the form of libraries and/or ...
Jason W. Kim, Vassilis Prevelakis