An in-depth analysis of stochastic Kronecker graphs

@article{Comandur2013AnIA,
  title={An in-depth analysis of stochastic Kronecker graphs},
  author={Seshadhri Comandur and Ali Pinar and Tamara G. Kolda},
  journal={J. ACM},
  year={2013},
  volume={60},
  pages={13:1-13:32}
}
Graph analysis is playing an increasingly important role in science and industry. Due to numerous limitations in sharing real-world graphs, models for generating massive graphs are critical for developing better algorithms. In this article, we analyze the stochastic Kronecker graph model (SKG), which is the foundation of the Graph500 supercomputer benchmark due to its favorable properties and easy parallelization. Our goal is to provide a deeper understanding of the parameters and properties of… CONTINUE READING
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