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Advances, Systems and Applications

Table 5 Pearson correlation coefficients between our robustness metric and existing topological metrics

From: Evaluating robustness of cloud-based systems

Metric

Overall

Graph family

  

R

SF

SW

density

0.17

−0.05

0.82

−0.26

diameter

−0.24

−0.16

−0.59

0.68

avg. distance

−0.01

−0.13

−0.62

0.63

avg. node degree

0.30

0.83

0.34

0.76

cent. degree

0.42

0.23

0.84

0.38

cent. betweenness

0.44

−0.07

0.52

0.61

cent. eigenvalue

−0.34

0.50

−0.70

0.75

cent. closeness

0.42

0.10

0.81

0.22