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» Analysing Randomized Distributed Algorithms
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131
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PAMI
2010
276views more  PAMI 2010»
15 years 1 months ago
Local-Learning-Based Feature Selection for High-Dimensional Data Analysis
—This paper considers feature selection for data classification in the presence of a huge number of irrelevant features. We propose a new feature selection algorithm that addres...
Yijun Sun, Sinisa Todorovic, Steve Goodison
CORR
2011
Springer
149views Education» more  CORR 2011»
14 years 9 months ago
Load-Balancing Spatially Located Computations using Rectangular Partitions
Distributing spatially located heterogeneous workloads is an important problem in parallel scientific computing. We investigate the problem of partitioning such workloads (repres...
Erik Saule, Erdeniz Ö. Bas, Ümit V. &Cce...
120
Voted
CCR
2006
117views more  CCR 2006»
15 years 2 months ago
Efficient and decentralized computation of approximate global state
Abstract-- The need for efficient computation of approximate global state lies at the heart of a wide range of problems in distributed systems. Examples include routing in the Inte...
S. Keshav
134
Voted
STOC
2003
ACM
90views Algorithms» more  STOC 2003»
16 years 2 months ago
Work-competitive scheduling for cooperative computing with dynamic groups
The problem of cooperatively performing a set of t tasks in a decentralized setting where the computing medium is subject to failures is one of the fundamental problems in distrib...
Chryssis Georgiou, Alexander Russell, Alexander A....
110
Voted
IPPS
1999
IEEE
15 years 7 months ago
A Communication Latency Hiding Parallelization of a Traffic Flow Simulation
This work implements and analyses a highway traffic flow simulation based on continuum modeling of traffic dynamics. A traffic-flow simulation was developed and mapped onto a para...
Charles Michael Johnston, Anthony T. Chronopoulos