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Dynamics of Networks: Exploring Percolation and Community Dynamics

This course explores various aspects of network dynamics, including Percolation, Robustness, Densification, and Community dynamics. It also covers the concept of network rewiring and its implications. The material presented is sourced from open online platforms and focuses on practical applications rather than theoretical derivations.

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Dynamics of Networks: Exploring Percolation and Community Dynamics

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  1. CS8803-NSNetwork ScienceFall 2013 Instructor: Constantine Dovrolis constantine@gatech.edu http://www.cc.gatech.edu/~dovrolis/Courses/NetSci/

  2. Disclaimers The following slides include only the figures or videos that we use in class; they do not include detailed explanations, derivations or descriptionscovered in class. Many of the following figures are copied from open sources at the Web. I do not claim any intellectual property for the following material.

  3. Outline • Dynamics of networks (vs dynamics on networks, vs co-evolutionary dynamics) • 4 instances of Dynamics of Networks: • Percolation • And the related issue of robustness/fragility • Densification • Community dynamics • Rewiring

  4. The conference paper was extended and published in JACM in 2008. Please study the journal version (linked at the course web page).

  5. IEEE/ACM Transactions on Networking, 2011

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