Scale-Free Internet Network Simulation

This article explores the significance of scale-free Internet network simulation and recent research advancements in this field. Scale-free networks represent a crucial network topology as they effectively model various real-world networks including social networks and biological networks. In network simulation research, scale-free networks remain a prominent area of investigation. Through simulating scale-free networks, researchers can gain deeper insights into their characteristics and behaviors, providing valuable references for future network design. The implementation employs efficient algorithms for node connection probability calculations using preferential attachment mechanisms, where new nodes tend to connect to highly-connected existing nodes. Key functions include degree distribution computation and network growth simulation through iterative node addition. Although the codebase is concise, we recommend careful examination as it demonstrates fundamental concepts through minimal implementation. We believe readers will acquire valuable insights and practical knowledge from this technical discussion.