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» The Design and Analysis of Parallel Algorithms
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PODC
1994
ACM
15 years 4 months ago
A Performance Evaluation of Lock-Free Synchronization Protocols
In this paper, we investigate the practical performance of lock-free techniques that provide synchronization on shared-memory multiprocessors. Our goal is to provide a technique t...
Anthony LaMarca
CORR
2010
Springer
153views Education» more  CORR 2010»
15 years 23 days ago
GraphLab: A New Framework for Parallel Machine Learning
Designing and implementing efficient, provably correct parallel machine learning (ML) algorithms is challenging. Existing high-level parallel abstractions like MapReduce are insuf...
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny B...
ICPP
2009
IEEE
15 years 7 months ago
Computing Equilibria in Bimatrix Games by Parallel Vertex Enumeration
—Equilibria computation is of great importance to many areas such as economics, control theory, and recently computer science. We focus on the computation of Nash equilibria in t...
Jonathan Widger, Daniel Grosu
108
Voted
ISPDC
2008
IEEE
15 years 7 months ago
Computing Equilibria in Bimatrix Games by Parallel Support Enumeration
We consider the problem of computing all Nash equilibria in bimatrix games (i.e., nonzero-sum two-player noncooperative games). Computing all Nash equilibria for large bimatrix ga...
Jonathan Widger, Daniel Grosu
PPOPP
2005
ACM
15 years 6 months ago
A sampling-based framework for parallel data mining
The goal of data mining algorithm is to discover useful information embedded in large databases. Frequent itemset mining and sequential pattern mining are two important data minin...
Shengnan Cong, Jiawei Han, Jay Hoeflinger, David A...