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Add node centrality metrics to experiment samples #18

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castarco opened this issue Dec 3, 2018 · 0 comments
Open

Add node centrality metrics to experiment samples #18

castarco opened this issue Dec 3, 2018 · 0 comments
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enhancement New feature or request

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@castarco
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castarco commented Dec 3, 2018

In order to see how the "centrality" of a node could affect to its vision on the blockchain, we could compute those metrics and register them in the experiment logs.

It's important to note that there's not a unique way to measure centrality, and that most of them are designed/thought for undirected graphs, although they are usually easy to adapt. Some potentially useful metrics are (although we should first check which ones make more sense to compute):

  • In-Degree Centrality
  • Betweenness Centrality
  • Closeness Centrality
  • Harmonic Centrality
  • Eigenvector Centrality
@castarco castarco added the enhancement New feature or request label Dec 3, 2018
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