2 papers
cs.NI2026
Computing All-Pairs Shortest Communication Time Paths for Periodically Varying Satellite Networks
Koushik Sinha, Dibakar Saha, Sai Puppala +1
We address the problem of designing an efficient algorithm for computing the all-pairs shortest-time paths in time-varying networks, specifically targeting the dynamic topological…
cs.AI2026
FractalNet-Based Heterogeneous Federated Learning for Orbital Edge Intelligence in Satellite Mega-Constellations: A Wildfire Case Study
Sai Puppala, Koushik Sinha, Bhabani P. Sinha
Satellite mega-constellations are emerging as large-scale sensing, communication, and computation fabrics, yet their learning architectures remain largely inherited from terrestria…