Distributed GraphLab: A Framework for Machine Learning in the Cloud

The PageRank Citation Ranking : Bringing Order to the Web

1999 • 12,949 citations

Least angle regression

2004 • 9,323 citations

Parallel and Distributed Computation: Numerical Methods

1989 • 5,603 citations

Spark: cluster computing with working sets

2010 • 4,334 citations

Pregel

2010 • 3,487 citations

Dryad

2007 • 2,507 citations

Distributed snapshots

1985 • 2,453 citations

Toward an Architecture for Never-Ending Language Learning

2010 • 1,952 citations

Multilevelk-way Partitioning Scheme for Irregular Graphs

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Survey of graph database models

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Map-Reduce for Machine Learning on Multicore

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PEGASUS: A Peta-Scale Graph Mining System Implementation and Observations

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iCoseg: Interactive co-segmentation with intelligent scribble guidance

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An architecture for parallel topic models

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Parallel Support Vector Machines: The Cascade SVM

2004 • 418 citations

Counting triangles and the curse of the last reducer

2011 • 418 citations

Piccolo: building fast, distributed programs with partitioned tables

2010 • 263 citations

Residual belief Propagation: informed scheduling for asynchronous message passing

2006 • 250 citations

Filtering

2011 • 236 citations

Distributed Inference for Latent Dirichlet Allocation

2007 • 224 citations

Comparative evaluation of latency reducing and tolerating techniques

1991 • 193 citations

Asynchronous Distributed Learning of Topic Models

2008 • 155 citations

Multithreaded Asynchronous Graph Traversal for In-Memory and Semi-External Memory

2010 • 151 citations

PrIter

2011 • 138 citations

Detecting termination of distributed computations using markers

1983 • 134 citations

Residual Splash for Optimally Parallelizing Belief Propagation

2009 • 128 citations

Large graph processing in the cloud

2010 • 95 citations

Criticality and Parallelism in Combinatorial Optimization

1996 • 79 citations

Tensor Space Learning for Analyzing Activity Patterns from Video Sequences

2007 • 60 citations

Distributed parallel inference on large factor graphs

2009 • 52 citations

A common substrate for cluster computing

2009 • 37 citations