3 papers
cs.SE2026
TeleSWEBench: A Commit-Driven Benchmark for Evaluating LLM-Powered Software Engineering in Telecommunications
Pranshav Gajjar, Ali Mamaghani, Dinesh Bharadia +1
With the telecommunications field embracing zero touch management alongside novel O-RAN and AI-RAN frameworks, contemporary telecom networks now function as immensely intricate and…
cs.NI2026
Tiny-Twin: A CPU-Native Full-stack Digital Twin for NextG Cellular Networks
Ali Mamaghani, Ushasi Ghosh, Srinivas Shakkottai +2
Modern wireless applications demand testing environments that capture the full complexity of next-generation (NextG) cellular networks. While digital twins promise realistic emulat…
cs.NI2025
5G Network Automation Using Local Large Language Models and Retrieval-Augmented Generation
Ahmadreza Majlesara, Ali Majlesi, Ali Mamaghani +2
This demonstration showcases the integration of a lightweight, locally deployed Large Language Model (LLaMA-3 8b Q-4b) empowered by retrieval augmented generation (RAG) to automate…