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Publications

Journal Publications

Title Journal Partner Year
Fair and Scalable Orchestration of Network and Compute Resources for Virtual Edge Services
IEEE Transactions on Mobile Computing
CNIT
2023
SEM-O-RAN: Semantic O-RAN Slicing for Mobile Edge Offloading of Computer Vision Tasks
IEEE Transactions on Mobile Computing
CNIT
2023
Content-Aware Network Traffic Prediction Framework for Quality of Service-Aware Dynamic Network Resource Management
IEEE Access
CYENS
2023
A Novel Deep Hierarchical Machine Learning Approach for Identification of Known and Unknown Multiple Security Attacks in a D2D Communications Network
IEEE Access
CYENS
2023
Digital Twin and Meta RL Empowered Fast-Adaptation of Joint User Scheduling and Task Offloading for Mobile Industrial IoT
IEEE Access
ISI/ATH
2023
Towards Bridging the FL Performance-Explainability Trade-Off: A Trustworthy 6G RAN Slicing Use-Case
IEEE Transactions on Vehicular Technology
ISI/ATH
2024
BayGO: Decentralized Bayesian Learning and Information-Aware Graph Optimization Framework
IEEE Transactions on Signal Processing
OULU
2024
Multi-Modal Latent Diffusion
MDPI Entropy
EURE
2024
DeepRISBeam: Deep Learning-Based RIS Beam Management for Radio Channel Optimization
IEEE Access
CYENS
2024
AI/ML-aided capacity maximization strategies for URLLC in 5G/6G wireless systems: A survey
Computer Networks
CYENS
2024
DIN: A Decentralized Inexact Newton Algorithm for Consensus Optimization
IEEE Transactions on Machine Learning in Communications and Networking
OULU
2024
Intelligent QoS-aware Slice Resource Allocation with User Association Parameterization for Beyond 5G O-RAN-based Architecture Using DRL
IEEE Trans. on Vehicular Technology
ISI/ATH
2024
A Decentralized Matching Theory Framework to Match Data and Algorithms Providers
IEEE Networking Letters
OULU
2025
DSTL: A Dual-Step Transfer Learning-Based Prediction Model for Next-Generation Intelligent Cellular Networks
Intelligent and Converged Networks
CYENS
2025
MOSE: A Novel Orchestration Framework for Stateful Microservice Migration at the Edge
IEEE Transactions on Network and Service Management
CNIT
2025
A Survey on Satellite Computing: Connecting the Dots Between Networks and Applications
IEEE Communications Surveys & Tutorials
SIEMENS
2025
On the Performance Analysis of UE-VBS-Based Wireless Communications: Network Outages, Resource Utilization, and Optimization
IEEE Access
CYENS
2025
Enhancing 5G and 6G networks through a dynamic dual-stage machine learning heuristic framework for selecting UEs as UE-VBSs
Ad Hoc Networks
CYENS
2025
Access Point Selection and Localization for Cluster-Based Realization of a Device-to-Device Cell-Free 6G Communications Network
IET Communications
CYENS
2025
Evaluating QoT-aware hybrid grooming schemes in dynamic C + L-band optical network
IEEE JOCN
ISI/ATH, IQU
2025
Deep State-Space Modeling of Channel Dynamics for CSI Prediction in LEO Non-Terrestrial Networks
IEEE Transactions of Vehicular Technology
ISI/ATH
2026
Toward Energy-Efficient AI: Learning Generic Assignment Skills with Unsupervised Reinforcement Learning for Network Slicing in Distributed 6G Networks
IEEE Communications
ISI/ATH, IQU
2026
Distributionally Robust Federated Learning with Client Drift Minimization
IEEE Transactions on Machine Learning in Communications and Networking
OULU
2026
A novel two-stage distributed radio resource allocation framework using deep machine learning in 6G cell-free dynamic communication networks
Computer Networks
CYENS, EBOS, ISI/ATH
2026

Conference Publications

Title Conference Partner Year
ML-Aided Dynamic Clustering and Classification of UEs as VBs in D2D Communication Networks
International Conference on Wireless Communications Signal Processing and Networking 2023 (WiSPNET)
CYENS
2023
Dual-Step Transfer Learning-Based Prediction Model for Next-Generation Intelligent Cellular Networks
IEEE International Conference on Communications Workshops 2023 (ICC Workshops)
CYENS
2023
Communication-Efficient Second-Order Newton-Type Approach for Decentralized Learning
IEEE Wireless Communications and Networking Conference 2023 (WCNC)
OULU
2023
DIN: A Decentralized Inexact Newton Algorithm for Consensus Optimization
IEEE International Conference on Communications 2023 (ICC)
OULU
2023
6G Initial Developments for Flagship Applications Experiments
15th International Conference on Electronics, Computers and Artificial Intelligence 2023 (ECAI)
ORO
2023
Machine Learning Performance at the Edge: When to Offload an Inference Task
Networked Sensing Systems for a Sustainable Society 2023 (NET4us)
CNIT
2023
ADROIT6G DAI-driven Open and Programmable Architecture for 6G Networks
IEEE Global Communications Conference 2023 (Globecom)
ALL
2023
Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things
IEEE Global Communications Conference 2023 (Globecom)
OULU
2023
Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations
IEEE Global Communications Conference 2023 (Globecom)
OULU
2023
Towards Accelerating the Network Performance on DPUs by optimising the P4 runtime
32nd Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP) 2024
CYENS
2024
Joint Explainability and Sensitivity-Aware Federated Deep Learning for Transparent 6G RAN Slicing
ICC 2023 – IEEE International Conference on Communications
ISI/ATH, IQU
2023
Performance Evaluation of Machine Learning Cluster Metrics for Mobile Network Augmentation
International Conference on Wireless Communications Signal Processing and Networking (Wispnet2024)
CYENS
2024
Balancing Energy Efficiency and Distributional Robustness in Over-the-Air Federated Learning
IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN 2024)
OULU
2024
Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm
IEEE International Conference on Communications 2024
OULU
2024
Traffic-aware DNN Inference Task Offloading in the Mobile Device-Edge Continuum
IEEE Infocom Lon UK May2025
CNIT
2025
Implementing a Cell-Free 6G Distributed AI Network With the Use of Deep ML Under a Traditional Multi-Cell Mobile Network
IEEE Middle East and North Africa Communications Conference (MENACOMM)
CYENS
2025
Revolutionizing 6G Networks: Implementing Cell-Free Architecture with Advanced Clustering Through Deep Machine Learning
2025 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET)
CYENS
2025
An Accurate Intelligent Plan Library for Belief-Based Desire Prioritization to Intentions in BDIx Agents
2025 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET)
CYENS
2025
Traffic-aware DNN Inference Task Offloading in the Mobile Device-Edge Continuum
IEEE INFOCOM 2025 ICCN workshop
CNIT
2025
Recovery RPL Internet of Things Network under the Jamming Attack
DCOSS-IoT 2025
CYENS
2025
Deep Learning-Driven Two-Stage Distributed Radio Resource Allocation in 6G Cell-Free Communication Systems
4th ICPCCT 2025
CYENS, EBOS, ISI/ATH
2025
Quantitative Comparison of Traffic Management Schemes in a Converged Optical-Wireless 6G Network
IEEE ICTON 2025
IQU, ISI/ATH
2025
Energy-Efficient Edge-Domain Automation and Service Provision in 6G Networks by Deploying Offline Discovered Assignment Skills
IEEE ICC 2025
IQU, ISI/ATH
2025
Evaluating QoT-aware hybrid grooming schemes in dynamic C + L-band optical network
Journal of Optical Communications and Networking
IQU, ISI/ATH
2025
A Two-Stage Generative Framework for URLLC-Constrained Packet Routing in 6G Networks
IEEE ComNet 2026
CYENS
2026
KARMA: Knowledge-Aware Resource Management and Autoscaling for Edge Workloads
IEEE GLOBECOM 2025
IQU, ISI/ATH
2026
Orchestrating Composite Applications at the Edge
IEEE NOMS 2026
CNIT
2026

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