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» Optimizing for parallelism and data locality
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PKDD
2009
Springer
146views Data Mining» more  PKDD 2009»
15 years 5 months ago
Parallel Subspace Sampling for Particle Filtering in Dynamic Bayesian Networks
Monitoring the variables of real world dynamic systems is a difficult task due to their inherent complexity and uncertainty. Particle Filters (PF) perform that task, yielding prob...
Eva Besada-Portas, Sergey M. Plis, Jesús Ma...
99
Voted
IPPS
2007
IEEE
15 years 7 months ago
Online Grid Replication Optimizers to Improve System Reliability
In a data intensive Grid system, many data replica schemes and models have been proposed to improve the system response time or data consistency, but little attention has been pai...
Ming Lei, Susan V. Vrbsky, Zijie Qi
93
Voted
CDC
2009
IEEE
106views Control Systems» more  CDC 2009»
15 years 5 months ago
Gradient methods for iterative distributed control synthesis
— In this paper we present a gradient method to iteratively update local controllers of a distributed linear system driven by stochastic disturbances. The control objective is to...
Karl Martensson, Anders Rantzer
115
Voted
WOMPAT
2001
Springer
15 years 5 months ago
A Study of Implicit Data Distribution Methods for OpenMP Using the SPEC Benchmarks
In contrast to the common belief that OpenMP requires data-parallel extensions to scale well on architectures with non-uniform memory access latency, recent work has shown that it ...
Dimitrios S. Nikolopoulos, Eduard Ayguadé
125
Voted
ADMA
2006
Springer
220views Data Mining» more  ADMA 2006»
15 years 6 months ago
Mining and Validation of Localized Frequent Web Access Patterns with Dynamic Tolerance
Mining user profiles is a crucial task for Web usage mining, and can be accomplished by mining frequent patterns. However, in the Web usage domain, sessions tend to be very sparse,...
Olfa Nasraoui, Suchandra Goswami