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» Production of Large Computer Programs
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ICS
2003
Tsinghua U.
14 years 1 months ago
Performance characteristics of openMP constructs, and application benchmarks on a large symmetric multiprocessor
With the increasing popularity of small to large-scale symmetric multiprocessor (SMP) systems, there has been a dire need to have sophisticated, and flexible development and runt...
Nathan R. Fredrickson, Ahmad Afsahi, Ying Qian
ICASSP
2010
IEEE
13 years 8 months ago
Gradient Polytope Faces Pursuit for large scale sparse recovery problems
Polytope Faces Pursuit is a greedy algorithm that performs Basis Pursuit with similar order complexity to Orthogonal Matching Pursuit. The algorithm adds one basis vector at a tim...
Aris Gretsistas, Ivan Damnjanovic, Mark D. Plumble...
ICPP
1999
IEEE
14 years 11 days ago
Compiler Optimizations for I/O-Intensive Computations
This paper describes transformation techniques for out-of-core programs (i.e., those that deal with very large quantities of data) based on exploiting locality using a combination...
Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanuja...
JMLR
2006
105views more  JMLR 2006»
13 years 8 months ago
Parallel Software for Training Large Scale Support Vector Machines on Multiprocessor Systems
Parallel software for solving the quadratic program arising in training support vector machines for classification problems is introduced. The software implements an iterative dec...
Luca Zanni, Thomas Serafini, Gaetano Zanghirati
APL
1993
ACM
14 years 6 days ago
The Role of APL and J in High-Performance Computation
Although multicomputers are becoming feasible for solving large problems, they are difficult to program: Extraction of parallelism from scalar languages is possible, but limited....
Robert Bernecky