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» Parallel Programming and Parallel Abstractions in Fortress
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TIP
2008
175views more  TIP 2008»
14 years 9 months ago
Algorithmic and Architectural Optimizations for Computationally Efficient Particle Filtering
Abstract--In this paper, we analyze the computational challenges in implementing particle filtering, especially to video sequences. Particle filtering is a technique used for filte...
Aswin C. Sankaranarayanan, Ankur Srivastava, Rama ...
IJCM
2002
73views more  IJCM 2002»
14 years 9 months ago
Space-Time Equations for Non-Unimodular Mappings
Abstract. The class of systems of uniform recurrence equations (UREs) is closed under unimodular transformations. As a result, every systolic array described by a unimodular mappin...
Jingling Xue, Patrick M. Lenders
ICST
2010
IEEE
14 years 8 months ago
Precisely Detecting Runtime Change Interactions for Evolving Software
Abstract—Developers often make multiple changes to software. These changes are introduced to work cooperatively or to accomplish separate goals. However, changes might not intera...
Raúl A. Santelices, Mary Jean Harrold, Ales...
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ICDE
2011
IEEE
258views Database» more  ICDE 2011»
14 years 1 months ago
SystemML: Declarative machine learning on MapReduce
Abstract—MapReduce is emerging as a generic parallel programming paradigm for large clusters of machines. This trend combined with the growing need to run machine learning (ML) a...
Amol Ghoting, Rajasekar Krishnamurthy, Edwin P. D....
PLDI
2004
ACM
15 years 3 months ago
Symbolic pointer analysis revisited
Pointer analysis is a critical problem in optimizing compiler, parallelizing compiler, software engineering and most recently, hardware synthesis. While recent efforts have sugges...
Jianwen Zhu, Silvian Calman