Patents
Patents
M. Dzaferagic, I. Macaluso, N. Marchetti, “Method and System to Minimize the Signaling and Delay Caused by Mobility Management Function in Cellular Networks”, UK Patent office number GB1818733.6, filed on 16 Nov 2018
M. Dzaferagic, I. Macaluso, N. Marchetti, “Method and System to Minimize the Signaling and Delay Caused by Mobility Management Function in Cellular Networks”, UK Patent office number GB1818733.6, filed on 16 Nov 2018
“Designing for the Future: A Complex Systems Approach to Communication Networks”, PhD in Electrical Engineering, Trinity College Dublin, Ireland, 2020
“Design and Implementation of an IP Router on a NetFPGA Platform”, in fulfillment of the MSc degree in Telecommunications, University of Sarajevo, Bosnia and Herzegovina, 2013
“Modeling and Simulation of a Microwave Ring Antenna for Cellular Communications”, in fulfillment of the BSc degree in Telecommunications, University of Sarajevo, Bosnia and Herzegovina, 2011
'RAN Performance measurements for security threats', Mendeley Data, V1, doi: 10.17632/t2rzh9y4mp.1 (2024) [Xavier, Bruno Missi and Dzaferagic, Merim and Martinello, Magnos and Ruffini, Marco] - Link
'Mobility Dataset from a 7.2 O-RAN deployment', Mendeley Data, V1, doi: 10.17632/khxgr6m8wz.1 (2024) [Dzaferagic, Merim and Ruffini, Marco] - Link
'Performance measurement dataset for open RAN with user mobility and security threats', Computer Networks, 253 (2024), 110710 [Xavier, Bruno Missi and Dzaferagic, Merim and Martinello, Magnos and Ruffini, Marco]
'ML-Based Handover Prediction Over a Real O-RAN Deployment Using RAN Intelligent Controller', IEEE Transactions on Network and Service Management(2024), [Dzaferagic, Merim and Xavier, Bruno Missi and Collins, Diarmuid and D'Onofrio, Vince and Martinello, Magnos and Ruffini, Marco]
'Analysis of Temporal Robustness in Massive Machine Type Communications', IEEE Internet of Things Journal, 10, 8 (2023), [Goswami Debjani, Dzaferagic Merim, Siljak Harun, Das Suvra Sekhar, Marchetti Nicola]
'Fault detection and classification in Industrial IoT in case of missing sensor data', IEEE Internet of Things Journal, 9, 11 (2022), [M. Dzaferagic, N. Marchetti, I. Macaluso]
'Improving Fault Detection in Industrial Processes by Event-Driven Data Acquisition', IEEE Access, 10 (2022), [Gutierrez-Rojas, Daniel and Rasanen, Pekka and Belisario, Ana Brandao and Dzaferagic, Merim and De Almeida, Gustavo Matheus and Nardelli, Pedro H. J.]
'Neurosciences and Wireless Networks: The Potential of Brain-Type Communications and Their Applications', IEEE Communications Surveys & Tutorials, 23, 3 (2021), [Renan C Moioli, Pedro HJ Nardelli, Michael Taynnan Barros, Walid Saad, Amin Hekmatmanesh, Pedro E Gória Silva, Arthur S de Sena, Merim Dzaferagic, Harun Siljak, Werner Van Leekwijck, Dick Carrillo, Steven Latré]
'Corrigendum: Containing Future Epidemics With Trustworthy Federated Systems for Ubiquitous Warning and Response', Frontiers in Communications and Networks, 2 (2021), [Carrillo, Dick and Nguyen, Lam Duc and Nardelli, Pedro H. J. and Pournaras, Evangelos and Morita, Plinio and RodrÃguez, Demestenes Z. and Dzaferagic, Merim and Siljak, Harun and Jung, Alexander and Habert-Dufresne, Laurent and Macaluso, Irene and Ullah, Mehar and Fraidenraich, Gustavo and Popovski, Petar]
'Containing future epidemics with trustworthy federated systems for ubiquitous warning and response', Frontiers in Communications and Networks, 2 (2021), [Dick Carrillo, Lam Duc Nguyen, Pedro HJ Nardelli, Evangelos Pournaras, Plinio Morita, Demóstenes Z Rodríguez, Merim Dzaferagic, Harun Siljak, Alexander Jung, Laurent Hébert-Dufresne, Irene Macaluso, Mehar Ullah, Gustavo Fraidenraich, Petar Popovski]
'Minimizing the Signaling Overhead and Latency Based on Users' Mobility Patterns', IEEE Systems Journal, 15, 1 (2021), 77-84 [M. Dzaferagic, N. Marchetti, I. Macaluso]
'Agent-Based Modeling for Distributed Decision Support in an IoT Network', IEEE Internet of Things Journal, 7, 8 (2020), 6919-6931 [M. Butt, I. Dey, M. Dzaferagic, M. Murphy, N. Kaminski, N. Marchetti]
'Improving In-Network Computing in IoT Through Degeneracy', IEEE Systems Journal, 15, 1 (2020), 238-244 [M. Dzaferagic, N. McBride, R. Thomas, I. Macaluso, N. Marchetti]
'A functional complexity framework for the analysis of telecommunication networks', Oxford Academic Journal of Complex Networks, 6, 6 (2018), [Merim Dzaferagic, Nicholas Kaminski, Neal McBride, Irene Macaluso and Nicola Marchetti]
'Decentralized AI-Control Framework for Multi-Party Multi-Network 6G Deployments', IEEE International Conference on Communications (ICC)(2025), [M. Dzaferagic, et al.]
'Demonstration of Cooperative Transport Interface over Open Source 7.2 split RAN and Virtualised Open PON Network', Optical Fiber Communications (OFC)(2025), [M. Dzaferagic, K. O’Sullivan, B. Richardson, B. Ryan, N. Power, R. Giller and M. Ruffini.]
'Addressing Data Scarcity and Distribution Shifts in Communication Networks Using Pre-trained Transformers and Transfer Learning', 1st Workshop on AI for Urban Planning, (AAAI)(2025), [Subina Khanal, Seshu Tirupathi, Merim Dzaferagic, Torben Bach Pedersen]
'Demonstration of Cooperative Transport Interface using open-source 5G OpenRAN and virtualised PON network' , Optical Fibre Communications (OFC)(2024), [F. Slyne, K. O’Sullivan, M. Dzaferagic, B. Richardson, M. Wrzeszcz, B. Ryan, N. Power, R. Giller and M. Ruffini.]
'Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G' , ACM Sigcomm, Sydney (2024), [Merim Dzaferagic, Marco Ruffini, Daniel Kilper]
'Cross-Domain AI for Early Attack Detection and Defense Against Malicious Flows in O-RAN' , IEEE International Conference on Communications (ICC)(2024), [B. Missi Xavier, M. Dzaferagic, I, Vilà, M. Martinello and M. Ruffini]
'Decentralized Multi-Party Multi-Network AI for Global Deployment of 6G Wireless Systems', European Conference on Networks and Communications (Poster Session EuCNC)(2024), [Merim Dzaferagic, et al.]
'Machine Learning-based Early Attack Detection Using Open RAN Intelligent Controller' , IEEE International Conference on Communications (ICC)(2023), [B. M. Xavier, M. Dzaferagic, D. Collins, G. Comarela, M. Martinello and M. Ruffini]
'ML Approach for Power Consumption Prediction in Virtualized Base Stations' , IEEE Globecom, Brazil (2022), [M. Dzaferagic, J.A. Ayala-Romero and M. Ruffini]
'Near Real-Time Distributed State Estimation via AI/ML-Empowered 5G Networks' , 2022 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), , IEEE (2022), [Kundacina, Ognjen and Forcan, Miodrag and Cosovic, Mirsad and Raca, Darijo and Dzaferagic, Merim and Miskovic, Dragisa and Maksimovic, Mirjana and Vukobratovic, Dejan]
'Information Processing and Data Visualization in Networked Industrial Systems' , International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC)(2021), [P. Mulinka, C. Kalalas, M. Dzaferagic, I. Macaluso, D. Gutierrez Rojas, P. Nardelli, N. Marchetti]
'Three-layer Approach to Detect Anomalies in Industrial Environments based on Machine Learning' , 2020 IEEE Conference on Industrial Cyberphysical Systems (ICPS), , IEEE (2020), [Gutierrez-Rojas, Daniel and Ullah, Mehar and Christou, Ioannis T. and Almeida, Gustavo and Nardelli, Pedro and Carrillo, Dick and Santana, Jean M. and Alves, Hirley and Dzaferagic, Merim and Chiumento, Alessandro and Kalalas, Charalampos]
'Performance of Massive MIMO Self-Backhauling for Ultra-Dense Small Cell Deployments' , IEEE Global Telecommunications Conference (GLOBECOM)(2018), [A. Bonfante, L. Galati Giordano, D. Lopez-Perez, A. Garcia-Rodriguez, G. Geraci, P. Baracca, M. Butt, M. Dzaferagic, N. Marchetti]
'A Functional Complexity Framework for Dynamic Resource Allocation in VANETs' , International Wireless Communications and Mobile Computing Conference (IWCMC)(2018), [K. Pattanayak, A. Chatterjee, M. Dzaferagic, S.S. Das, N. Marchetti]
'Relation between Functional Complexity, Scalability and Energy Efficiency in WSNs' , International Wireless Communications and Mobile Computing Conference (IWCMC)(2017), [M. Dzaferagic, N. Kaminski, I. Macaluso, N. Marchetti]
'How Functional Complexity affects the Scalability-Energy Efficiency Trade-Off of HCC WSN Clustering' , , IEEE WCNC (2017), [Dzaferagic, Merim and Kaminski, Nicholas and Macaluso, Irene and Marchetti, Nicola]
'Cloud-RAN: Innovative radio access network architecture' , (2013), [Hadzialic, Mesud, Dosenovic, Branko, Dzaferagic, Merim, Musovic, Jasmin]
'Impact of frequency synchronization on QoS in IP based networks' , (2012), [Hadzialic, Mesud, Dzaferagic, Merim, Raca, Darijo]
Demonstration of Cooperative Transport Interface over Open Source 7.2 split RAN and Virtualised Open PON Network, San Francisco, USA, OFC, Mar 2025
RAN and PON scheduler sync through CTI, Fyuz, Dublin, Ireland, Nov 2024
Demonstration of Cooperative Transport Interface using open-source 5G OpenRAN and virtualised PON network, San Diego, USA, OFC, Mar 2024
Power and performance optimization through dynamic MCS control, Gothenburg, Sweden, EUCNC, Jun 2023
Near-RT RIC control of RAN parameters for optimizing Video Streaming, Rio De Janeiro, Brazil, IEEE Globecom, Dec 2022
N. Marchetti, I. Macaluso, N. Kaminski, M. Dzaferagic, M. Butt, M. Ruffini, S. Friedner, J. Bradford, A. Zanella, M. Zorzi, L. Doyle, “Complex systems science meets 5G and IoT”, 2017