SNAP: A General-Purpose Network Analysis and Graph-Mining Library

@article{Leskovec2016SNAPAG,
  title={SNAP: A General-Purpose Network Analysis and Graph-Mining Library},
  author={J. Leskovec and R. Sosic},
  journal={ACM transactions on intelligent systems and technology},
  year={2016},
  volume={8 1}
}
  • J. Leskovec, R. Sosic
  • Published 2016
  • Computer Science, Medicine, Physics
  • ACM transactions on intelligent systems and technology
  • Large networks are becoming a widely used abstraction for studying complex systems in a broad set of disciplines, ranging from social-network analysis to molecular biology and neuroscience. [...] Key Method We present SNAP functionality, describe its implementational details, and give performance benchmarks. SNAP has been developed for single big-memory machines, and it balances the trade-off between maximum performance, compact in-memory graph representation, and the ability to handle dynamic graphs in which…Expand Abstract
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    References

    SHOWING 1-8 OF 8 REFERENCES
    Exploring Network Structure, Dynamics, and Function using NetworkX
    • 2,726
    • Highly Influential
    • PDF
    Pregel: a system for large-scale graph processing
    • 3,256
    • Highly Influential
    • PDF
    PowerGraph: Distributed Graph-Parallel Computation on Natural Graphs
    • 1,422
    • Highly Influential
    • PDF
    PATRIC: a parallel algorithm for counting triangles in massive networks
    • 97
    • Highly Influential
    • PDF
    Pajek - Program for Large Network Analysis
    • 1,442
    • Highly Influential
    • PDF
    OPT: a new framework for overlapped and parallel triangulation in large-scale graphs
    • 39
    • Highly Influential
    • PDF
    The igraph software package for complex network research
    • 5,570
    • Highly Influential
    • PDF
    What is Twitter, a social network or a news media?
    • 5,859
    • Highly Influential
    • PDF