networkx.generators.internet_as_graphs.random_internet_as_graph¶
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random_internet_as_graph(n, seed=None)[source]¶ Generates a random undirected graph resembling the Internet AS network
- Parameters
n (integer in [1000, 10000]) – Number of graph nodes
seed (integer, random_state, or None (default)) – Indicator of random number generation state. See Randomness.
- Returns
G – A randomly generated undirected graph
- Return type
Networkx Graph object
Notes
This algorithm returns an undirected graph resembling the Internet Autonomous System (AS) network, it uses the approach by Elmokashfi et al. [1] and it grants the properties described in the related paper [1].
Each node models an autonomous system, with an attribute ‘type’ specifying its kind; tier-1 (T), mid-level (M), customer (C) or content-provider (CP). Each edge models an ADV communication link (hence, bidirectional) with .. attribute:: - type
transit|peer, the kind of commercial agreement between nodes;
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- customer <node id>, the identifier of the node acting as customer (‘none’ if type is peer).
References
[1] A. Elmokashfi, A. Kvalbein and C. Dovrolis, “On the Scalability of BGP: The Role of Topology Growth,” in IEEE Journal on Selected Areas in Communications, vol. 28, no. 8, pp. 1250-1261, October 2010.