73 citations · 167 across the 38 of their papers we have counts for
9 papers · 1 filter
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…
Automated Fault Detection in 5G Core Networks Using Large Language Models
Parsa Hatami, Ahmadreza Majlesara, Ali Majlesi +1
With the rapid growth of data volume in modern telecommunication networks and the continuous expansion of their scale, maintaining high reliability has become a critical requiremen…
Edge AI as a Service with Coordinated Deep Neural Networks
Alireza Maleki, Hamed Shah-Mansouri, Babak H. Khalaj
As artificial intelligence (AI) applications continue to expand in next-generation networks, there is a growing need for deep neural network (DNN) models. Although DNN models deplo…
Energy Efficiency Through Joint Routing and Function Placement in Different Modes of SDN/NFV Networks
Reza Moosavi, Saeedeh Parsaeefard, Mohammad Ali Maddah-Ali +3
Network function virtualization (NFV) and software defined networking (SDN) are two promising technologies to enable 5G and 6G services and achieve cost reduction, network scalabil…
Multi-agent Learning for Cooperative Large-scale Caching Networks
Elahe Rezaei, Hafez Eslami Manoochehri, Babak Hossein Khalaj
Caching networks are designed to reduce traffic load at backhaul links, by serving demands from edge-nodes. In the past decades, many studies have been done to address the caching…
Joint Cell Muting and User Scheduling in Multi-Cell Networks with Temporal Fairness
Shahram Shahsavari, Nail Akar, Babak Hossein Khalaj
A semi-centralized joint cell muting and user scheduling scheme for interference coordination in a multicell network is proposed under two different temporal fairness criteria. The…