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cs.NI2026
Benchmarking LLM-Driven Network Configuration Repair
Ioannis Protogeros, Rufat Asadli, Benjamin Hoffman +1
There is a rapidly growing interest in using Large Language Models (LLMs) to automate complex network operations, but their reliable adoption requires rigorous assessment of their…
cs.NI2026
Five Blind Men and the Internet: Towards an Understanding of Internet Traffic
Ege Cem Kirci, Ayush Mishra, Laurent Vanbever
The Internet, the world's largest and most pervasive network, lacks a transparent, granular view of its traffic patterns, volumes, and growth trends, hindering the networking commu…
cs.NI2024
FitNets: An Adaptive Framework to Learn Accurate Traffic Distributions
Alexander Dietmüller, Albert Gran Alcoz, Laurent Vanbever
Learning precise distributions of traffic features (e.g., burst sizes, packet inter-arrival time) is still a largely unsolved problem despite being critical for management tasks su…