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Dr. Merim Dzaferagic

Assistant Professor (Computer Science)
DUNLOP ORIEL HOUSE
      
Profile Photo

Dr. Merim Dzaferagic

Assistant Professor (Computer Science)
DUNLOP ORIEL HOUSE


Project Title
 6G-XCEL: 6G Trans-Continental Edge Learning
From
01/2024
To
12/2026
Summary
Funding Agency
Horizon Europe

B. Missi Xavier, M. Dzaferagic, I, Vilà, M. Martinello and M. Ruffini, Cross-Domain AI for Early Attack Detection and Defense Against Malicious Flows in O-RAN, IEEE International Conference on Communications (ICC), 2024, pp1 - 6, Conference Paper, PUBLISHED  DOI
F. Slyne, K. O"Sullivan, M. Dzaferagic, B. Richardson, M. Wrzeszcz, B. Ryan, N. Power, R. Giller and M. Ruffini., Demonstration of Cooperative Transport Interface using open-source 5G OpenRAN and virtualised PON network, Optical Fibre Communications (OFC), 2024, pp1 - 3, Conference Paper, PUBLISHED
Merim Dzaferagic, Marco Ruffini, Daniel Kilper, Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G, ACM Sigcomm, Sydney, Aug, 2024, 2024, Conference Paper, PUBLISHED
Dzaferagic, Merim and Xavier, Bruno Missi and Collins, Diarmuid and D'Onofrio, Vince 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, p1â€"1 , Journal Article, PUBLISHED  DOI
Xavier, Bruno Missi and Dzaferagic, Merim and Martinello, Magnos and Ruffini, Marco, Performance measurement dataset for open RAN with user mobility and security threats, Computer Networks, 253, 2024, p110710 , Journal Article, PUBLISHED
Xavier, Bruno and Dzaferagic, Merim and Ruffini, Marco and Martinello, Magnos, RAN Performance measurements for security threats, https://data.mendeley.com/datasets/t2rzh9y4mp/1, (10.17632/t2rzh9y), 2024, -, Miscellaneous, PUBLISHED
Dzaferagic, Merim and Ruffini, Marco and Slamnik-Krijestorac, Nina and Santos, Joao F. and Marquez-Barja, Johann and Tranoris, Christos and Denazis, Spyros and Kyriakakis, Thomas and Karafotis, Panagiotis and DaSilva, Luiz and Pandey, Shashi Raj and Shiraishi, Junya and Popovski, Petar and Jensen, Soren Kejser and Thomsen, Christian and Pedersen, Torben Bach and Claussen, Holger and Du, Jinfeng and Zussman, Gil and Chen, Tingjun and Chen, Yiran and Tirupathi, Seshu and Seskar, Ivan and Kilper, Daniel, Decentralized Multi-Party Multi-Network AI for Global Deployment of 6G Wireless Systems, EuCNC, 2024, Poster, PUBLISHED  DOI
B. M. Xavier, M. Dzaferagic, D. Collins, G. Comarela, M. Martinello and M. Ruffini, Machine Learning-based Early Attack Detection Using Open RAN Intelligent Controller, IEEE International Conference on Communications (ICC), 2023, pp1 - 6, Conference Paper, PUBLISHED
Goswami Debjani, Dzaferagic Merim, Siljak Harun, Das Suvra Sekhar, Marchetti Nicola, Analysis of Temporal Robustness in Massive Machine Type Communications, IEEE Internet of Things Journal, 10, (8), 2023, p6915 - 6927, Journal Article, PUBLISHED  DOI
M. Dzaferagic, J.A. Ayala-Romero and M. Ruffini, ML Approach for Power Consumption Prediction in Virtualized Base Stations, IEEE Globecom, Brazil, December 2022, 2022, pp1 - 6, Conference Paper, PUBLISHED
  

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Merim Dzaferagic, Irene Macaluso, Nicola Marchetti, 'Method and System to Minimize the Signaling and Delay Caused by Mobility Management Function in Cellular Networks', UK Patent office, 2018, 26 February 2025, Patent, GRANTED

  


Award Date
Best Business Pitch TETRA NGI accelerator 2021
Runner Up Tyndall pre-commercialization program 2021
Runner up Ireland Business Plan Competition 2019
NDRC pre-commercialization program High Potential Idea Award 2019