BGP tables vs WHOIS Comparison Table

Group	Metrics	BGP_tables	BGP_tables reduced	WHOIS	WHOIS reduced
Average degree	Number of nodes	17,446	5,556	7,485	5,551
	Number of edges	40,805	13,473	56,949	47,748
	Avg node degree	4.68	4.85	15.22	17.20
Degree distribution	Max node degree	2,498	533	1,079	886
	Exponent	2.16	2.14	-	-
	Power-law maximum degree	4,546	1,893	-	-
Joint degree distribution	Normalized avg neighbor degree	0.03	0.02	0.02	0.03
	Normalized max neighbor degree	0.04	0.03	0.03	0.04
	Exponent of average neighbor degree	1.45	0.38	-	-
	Assortative coefficient	-0.19	-0.21	-0.04	-0.03
Clustering	Mean clustering	0.29	0.20	0.49	0.51
	Clustering coefficient	0.02	0.05	0.31	0.34
	Exponent	0.34	0.30	-	-
Rich club connectivity	Top clique size	9	3	4	6
	Exponent	1.45	1.46	1.69	1.64
Coreness	Min node coreness	0	0	0	0
	Avg node coreness	1.42	1.52	7.66	8.93
	Max node coreness	27	17	87	86
	Core size	53	34	128	126
	Min degree in core	34	28	99	96
	Fringe size	5,088	1,765	442	294
	Max degree in fringe	7	5	4	2
	Exponent	0.58	0.52	1.07	1.07
Distance	Avg distance	3.69	3.98	3.54	3.46
	Std deviation of distance	0.88	0.96	0.80	0.80
	Exponent	0.07	-0.08	0.09	-0.09
Eccentricity	Average eccentricity	6.61	7.10	6.12	5.63
	Graph Radius	5	5	4	4
	Graph Diameter	10	10	8	7
	Min degree in center	188	143	1,079	123
	Max degree in periphery	1	1	6	6
Betweenness	Avg node betweenness	7.6x10-5	26x10-5	17x10-5	22x10-5
	Max node betweenness	0.10	0.10	0.10	0.10
	Exponent	1.17	1.21	-	-
	Min edge betweenness	3.2x10-9	2.4x10-9	17x10-9	32x10-9
	Avg edge betweeness	4.5x10-5	14x10-5	3.1x10-5	3.6x10-5
	Max edge betweenness	6.2x10-3	9.2x10-3	6.4x10-3	7.4x10-3

Degree distribution

CCDF of node degree distribution
Graph data BGP tables ** BGP tables reduced ** WHOIS ** WHOIS reduced **




PDF of node degree distribution
Graph data BGP tables ** BGP tables reduced ** WHOIS ** WHOIS reduced **

Joint degree distribution

CCDF of average neighbor connectivity
Graph data BGP tables ** BGP tables reduced ** WHOIS ** WHOIS reduced **




Average neighbor connectivity as a function of node degree
Graph data BGP tables ** BGP tables reduced ** WHOIS ** WHOIS reduced **

Clustering

CCDF of local clustering
Graph data BGP tables ** BGP tables reduced ** WHOIS ** WHOIS reduced **




Local clustering as a function of node degree
Graph data BGP tables ** BGP tables reduced ** WHOIS ** WHOIS reduced **




Clustering comparison with 2K, 1K and 0K-graphs for BGP_tables
Graph data BGP tables



Clustering comparison with 2K, 1K and 0K-graphs for BG_tables reduced
Graph data BGP tables reduced



Clustering comparison with 2K, 1K and 0K-graphs for WHOIS
Graph data WHOIS



Clustering comparison with 2K, 1K and 0K-graphs for WHOIS reduced
Graph data WHOIS reduced

Rich club connectivity

CCDF of rich club connectivity
Graph data BGP tables ** BGP tables reduced ** WHOIS ** WHOIS reduced **

Coreness

CCDF of node coreness
Graph data BGP tables ** BGP tables reduced ** WHOIS ** WHOIS reduced **




Node coreness as a function of node degree
Graph data BGP tables ** BGP tables reduced ** WHOIS ** WHOIS reduced **

Distance

PDF of distance distribution
Graph data BGP tables ** BGP tables reduced ** WHOIS ** WHOIS reduced **




Average distance as a function of node degree
Graph data BGP tables ** BGP tables reduced ** WHOIS ** WHOIS reduced **

Eccentricity

PDF of eccentricity
Graph data BGP tables ** BGP tables reduced ** WHOIS ** WHOIS reduced **




Eccentricity as a function of node degree
Graph data BGP tables ** BGP tables reduced ** WHOIS ** WHOIS reduced **

Betweenness

CCDF of node betweenness
Graph data BGP tables ** BGP tables reduced ** WHOIS ** WHOIS reduced **




Betweenness as a function of node degree
Graph data BGP tables ** BGP tables reduced ** WHOIS ** WHOIS reduced **




CCDF of edge betweenness
Graph data BGP tables ** BGP tables reduced ** WHOIS ** WHOIS reduced **