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PegasusICASSP2012.pdf
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🔗 Source: datalab.snu.ac.kr
📊 Size: 858 KB
📄 Pages: 4 pages
⬇️ Downloads: 86

Summary

PEGASUS is an open-source, peta-scale graph mining library for the HADOOP platform, designed to analyze massive graphs with billions of nodes and edges. It uses a primitive called GIM-V (Generalized Iterative Matrix-Vector multiplication) to optimize graph mining operations, achieving good scale-up, linear run time, and faster performance. PEGASUS was tested on large HADOOP clusters and real-world graphs, discovering patterns and anomalies such as adult advertisers on Twitter and the 7-degrees of separation in the Web graph. The library provides algorithms for structure analysis, eigensolver, and other graph mining tasks, and is designed to work with massive graphs that do not fit in memory.

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Description

PEGASUS is an open-source, peta-scale graph mining library for the HADOOP platform, designed to analyze massive graphs with billions of nodes and edges.

Technical Information

  • File Format: PDF
  • File Size: 858 KB
  • Pages: 4
  • Language: EN
  • Total Downloads: 86
  • Last Updated: 2 days ago

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