193 citations
- Aalborg UniversityDK2 papers
- Ericsson (Sweden)SE2 papers
- King's College LondonGB2 papers
- The University of Texas at AustinUS2 papers
- University of PaduaIT2 papers
- Vodafone (United Kingdom)GB2 papers
- African Institute for Mathematical SciencesZA1 paper
- Amazon (Germany)DE1 paper
- Institut National des Postes et TélécommunicationsMA1 paper
- Intel (United States)US1 paper
- KTH Royal Institute of TechnologySE1 paper
- Laboratoire d'Informatique Gaspard-MongeFR1 paper
8 papers
An Agentic Multi-Agent Architecture for Cybersecurity Risk Management
Ravish Gupta, Saket Kumar, Shreeya Sharma +2
Getting a real cybersecurity risk assessment for a small organization is expensive -- a NIST CSF-aligned engagement runs $15,000 on the low end, takes weeks, and depends on practit…
Optimisation of Resource Allocation in Heterogeneous Wireless Networks Using Deep Reinforcement Learning
Oluwaseyi Giwa, Jonathan Shock, Jaco Du Toit +1
Dynamic resource allocation in open radio access network (O-RAN) heterogeneous networks (HetNets) presents a complex optimisation challenge under varying user loads. We propose a n…
Low Complexity Adaptive Machine Learning Approaches for End-to-End Latency Prediction
Pierre Larrenie, Jean-François Bercher, Olivier Venard +1
Software Defined Networks have opened the door to statistical and AI-based techniques to improve efficiency of networking. Especially to ensure a certain Quality of Service (QoS) f…
Hybrid Spectrum Sharing in mmWave Cellular Networks
Mattia Rebato, Federico Boccardi, Marco Mezzavilla +2
While spectrum at millimeter wave (mmWave) frequencies is less scarce than at traditional frequencies below 6 GHz, still it is not unlimited, in particular if we consider the requi…
Spectrum Sharing in mmWave Cellular Networks via Cell Association, Coordination, and Beamforming
Hossein Shokri-Ghadikolaei, Federico Boccardi, Carlo Fischione +2
This paper investigates the extent to which spectrum sharing in mmWave networks with multiple cellular operators is a viable alternative to traditional dedicated spectrum allocatio…
Downlink and Uplink Cell Association with Traditional Macrocells and Millimeter Wave Small Cells
Hisham Elshaer, Mandar N. Kulkarni, Federico Boccardi +2
Millimeter wave (mmWave) links will offer high capacity but are poor at penetrating into or diffracting around solid objects. Thus, we consider a hybrid cellular network with tradi…