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» A Parallel Algorithm for Computing Betweenness Centrality
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135
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ICPP
1999
IEEE
15 years 9 months ago
An Offline Algorithm for Dimension-Bound Analysis
The vector-clock size necessary to characterize causality in a distributed computation is bounded by the dimension of the partial order induced by that computation. In an arbitrar...
Paul A. S. Ward
LCPC
2007
Springer
15 years 10 months ago
Communicating Multiprocessor-Tasks
The use of multiprocessor tasks (M-tasks) has been shown to be successful for mixed task and data parallel implementations of algorithms from scientific computing. The approach o...
Jörg Dümmler, Thomas Rauber, Gudula R&uu...
CCGRID
2001
IEEE
15 years 8 months ago
An Adaptive, Reconfigurable Interconnect for Computational Clusters
This paper describes the principles of an original adaptive interconnect for a computational cluster. Torus topology (2d or 3d) is used as a basis but nodes are allowed to effecti...
Alexander V. Shafarenko, Vladimir Vasekin
172
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WWW
2011
ACM
14 years 11 months ago
Parallel boosted regression trees for web search ranking
Gradient Boosted Regression Trees (GBRT) are the current state-of-the-art learning paradigm for machine learned websearch ranking — a domain notorious for very large data sets. ...
Stephen Tyree, Kilian Q. Weinberger, Kunal Agrawal...
177
Voted
HPDC
2012
IEEE
13 years 7 months ago
Understanding the effects and implications of compute node related failures in hadoop
Hadoop has become a critical component in today’s cloud environment. Ensuring good performance for Hadoop is paramount for the wide-range of applications built on top of it. In ...
Florin Dinu, T. S. Eugene Ng