DOI: 10.3390/math14152760 ISSN: 2227-7390

Discrete Ricci Curvature on Complex Network Topologies: An Application to Management Information System Networks

Emre Öztürk

Discrete Ricci curvature has been applied to biological, financial, and communication graphs, but typed management information system (MIS) transaction networks still lack MIS-specific analytical guarantees and a reproducible, operationally interpretable workflow. We combine Ollivier–Ricci optimal transport with a role-based access control representation of users, roles, services, endpoints, and databases. Closed-form results show that edges joining a hub to degree-one leaves have non-negative curvature, whereas canonical inter-hub bridges converge to curvature −1 when the idleness parameter is α=0.5. We also prove the existence of an optimal coupling on finite graphs and explain why the coupling itself need not be unique. On a reproducible synthetic MIS network, the curvature ranks authentication, shared-data, and cross-module links among the leading candidate bottlenecks and correlates with edge betweenness (Spearman ρ=−0.78). Across 40 randomized MIS instances, graph-instance-level edge-class differences are significant (Friedman p<10−32), and all five leading edges belong to predefined structural bridge classes in every run. On five public Internet backbones, curvature–betweenness correlations range from −0.53 to −0.91. Comparisons with Forman curvature, local edge connectivity, algebraic connectivity loss, and a spectral embedding show a complementary geometric signal rather than a universal cut-edge or spectral surrogate. We additionally report the idleness parameter sensitivity, empirical runtime and process memory measurements, study limitations, and a conceptual temporal extension.

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