Enhancing Network Resilience through Machine Learning-powered Graph Combinatorial Optimization: Applications in Cyber Defense and Information Diffusion

D Goel - arxiv preprint arxiv:2310.10667, 2023 - arxiv.org
With the burgeoning advancements of computing and network communication technologies,
network infrastructures and their application environments have become increasingly …

GSL-LPA: Fast Label Propagation Algorithm (LPA) for Community Detection with no Internally-Disconnected Communities

S Sahu - arxiv preprint arxiv:2403.01261, 2024 - arxiv.org
Community detection is the problem of identifying tightly connected clusters of nodes within
a network. Efficient parallel algorithms for this play a crucial role in various applications …