Python Algorithms for Efficient Network Topology Design
Dr. J. Satish Kumar, Dr. Antony Raj. A, Dr. V. Senthil Kumar · Zenodo (CERN European Organization for Nuclear Research) · 2026
AbstractEfficient network topology design is crucial for optimizing the performance, reliability, andcost of network systems. This paper explores the application of Python algorithms indesigning and optimizing network topologies. By leveraging Python's extensive libraries andframeworks, we demonstrate how to model, analyze, and enhance network structures. Twocase studies are presented: optimizing a simple mesh network and designing a cost-effectivetree topology. The results highlight Python's capability to effectively address complexnetwork design challenges.