GraphChi-Java 0.25

Java version of GraphChi, a powerful graph computation engine

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What's new in GraphChi-Java 0.25:

  • Contains new random walk algorithm "drunkardmob". See apps/randomwalks/PersonalizedPagerank for an example.
  • Several bug fixes as well.
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LICENSE TYPE:
Apache 
FILE SIZE:
1.2 MB
USER RATING:
UNRATED
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DEVELOPED BY:
Aapo Kyrola
CATEGORY:
Home \ Developer Tools
GraphChi-Java is a the Java version of the powerful graph computation engine which can process very large graphs from the disk.

GraphChi is a free and open-source project that allows you to process computation on very large graphs by using a novel Parallel Sliding Windows -algorithm.

The graph will be split into P shards, each containing roughly the same number of edges in sorted order.

In other words, GraphChi is able to run very large graph computations on just a single machine, by using a novel algorithm for processing the graph from disk (SSD or hard drive).

The applications for GraphChi are written in the vertex-centric model, proposed by GraphLab and Google's Pregel.

Furthermore, GraphChi runs vertex-centric programs asynchronously (i.e changes written to edges are immediately visible to subsequent computation), and in parallel.

In addition, GraphChi supports streaming graph updates and removal of edges from the graph. Section 'Performance' contains some examples of applications implemented for GraphChi and their running times on GraphChi.

Last updated on April 7th, 2013

Runs on: Mac OS X (-)

requirements

#graph computation engine #process graph #computation engine #graph #computation #engine #process

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