“…Network theory can be of interest to various segments of the financial world: the description of systemic structure, analysis and evaluation of contagion effects, resilience of the financial system, flow of information, and the study of different policy and regulation scenarios, to name a few (Lillo, 2010;Summer, 2013;Tumminello et al, 2010;Kenett et al, 2010Kenett et al, , 2012Cont, 2013;Glasserman and Young, 2014;Li et al, 2014;Garas et al, 2010;Haldane and May, 2011b;Haldane et al, 2009;Cont et al, 2010;Amini et al, 2012;Chan-Lau et al, 2009;Majdandzic et al, 2014). The interbank payment system can be seen as an example of a complex network, and thus, considered as a network, from which one can derive information on the system's stability, efficiency and resilience features (see for example (Hüser, 2015)). Analytical frameworks for the study of these structures are varied, and range from the identification of the type and properties of the network to the analysis of impact of simulated shocks, in order to…”