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Employment (1)

Trinity College Dublin: Dublin, Dublin, IE

2024-07-15 to present | Assistant Professor (School of Computer Science and Statistics)
Employment
Source: Self-asserted source
Merim Dzaferagic

Works (30)

Cross-Domain AI for Early Attack Detection and Defense Against Malicious Flows in O-RAN

2024 | Preprint
DOI: 10.48550/ARXIV.2401.09204
Contributors: Bruno Missi Xavier; Merim Dzaferagic; Irene Vilà; Magnos Martinello; Marco Ruffini
Source: Self-asserted source
Merim Dzaferagic

Demonstration of Cooperative Transport Interface using open-source 5G OpenRAN and virtualised PON network

Optical Fiber Communication Conference (OFC) 2024
2024 | Conference paper
DOI: 10.1364/ofc.2024.m3z.1
Contributors: Frank Slyne; Kevin O’Sullivan; Merim Dzaferagic; Bruce Richardson; Marcin Wrzeszcz; Brendan Ryan; Niall Power; Robin Giller; Marco Ruffini
Source: Self-asserted source
Merim Dzaferagic

ML-Based Handover Prediction Over a Real O-RAN Deployment Using RAN Intelligent Controller

IEEE Transactions on Network and Service Management
2024 | Journal article
DOI: 10.1109/TNSM.2024.3468910
Contributors: Merim Dzaferagic; Bruno Missi Xavier; Diarmuid Collins; Vince D’Onofrio; Magnos Martinello; Marco Ruffini
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Securing Mobile Networks: An Open Ran Performance Measurement Dataset with User Mobility Patterns Under Security Threats

2024 | Preprint
DOI: 10.2139/ssrn.4829508
Contributors: Bruno Missi Xavier; Merim Dzaferagic; Magnos Martinello; Marco Ruffini
Source: Self-asserted source
Merim Dzaferagic

Decentralized Multi-Party Multi-Network AI for Global Deployment of 6G Wireless Systems

2024-04-15 | Preprint
DOI: 10.48550/ARXIV.2407.01544
Contributors: Merim Dzaferagic; Marco Ruffini; Nina Slamnik-Krijestorac; Joao F. Santos; Johann Marquez-Barja; Christos Tranoris; Spyros Denazis; Thomas Kyriakakis; Panagiotis Karafotis; Luiz DaSilva et al.
Source: Self-asserted source
Merim Dzaferagic

Machine Learning-Based Early Attack Detection Using Open RAN Intelligent Controller

ICC 2023 - IEEE International Conference on Communications
2023-05-28 | Conference paper
DOI: 10.1109/icc45041.2023.10279349
Contributors: Bruno Missi Xavier; Merim Dzaferagic; Diarmuid Collins; Giovanni Comarela; Magnos Martinello; Marco Ruffini
Source: Self-asserted source
Merim Dzaferagic

Analysis of Temporal Robustness in Massive Machine Type Communications

IEEE Internet of Things Journal
2023-04-15 | Journal article
DOI: 10.1109/JIOT.2022.3228745
Contributors: Debjani Goswami; Merim Dzaferagic; Harun Siljak; Suvra Sekhar Das; Nicola Marchetti
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Improving Fault Detection in Industrial Processes by Event-Driven Data Acquisition

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3192972
Contributors: Daniel Gutierrez-Rojas; Pekka Rasanen; Ana Brandao Belisario; Merim Dzaferagic; Gustavo Matheus De Almeida; Pedro H. J. Nardelli
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ML Approach for Power Consumption Prediction in Virtualized Base Stations

2022 IEEE Globecom Workshops (GC Wkshps)
2022-12-04 | Conference paper
DOI: 10.1109/gcwkshps56602.2022.10008643
Contributors: Merim Dzaferagic; Jose A. Ayala-Romero; Marco Ruffini
Source: Self-asserted source
Merim Dzaferagic

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)
2022-10-25 | Conference paper
DOI: 10.1109/smartgridcomm52983.2022.9961031
Contributors: Ognjen Kundacina; Miodrag Forcan; Mirsad Cosovic; Darijo Raca; Merim Dzaferagic; Dragisa Miskovic; Mirjana Maksimovic; Dejan Vukobratovic
Source: Self-asserted source
Merim Dzaferagic

Fault Detection and Classification in Industrial IoT in Case of Missing Sensor Data

IEEE Internet of Things Journal
2022-06-01 | Journal article
DOI: 10.1109/JIOT.2021.3116785
Contributors: Merim Dzaferagic; Nicola Marchetti; Irene Macaluso
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Neurosciences and Wireless Networks: The Potential of Brain-Type Communications and Their Applications

IEEE Communications Surveys & Tutorials
2021 | Journal article
DOI: 10.1109/COMST.2021.3090778
Contributors: Renan Cipriano Moioli; Pedro H. J. Nardelli; Michael Taynnan Barros; Walid Saad; Amin Hekmatmanesh; Pedro E. Goria Silva; Arthur Sousa de Sena; Merim Dzaferagic; Harun Siljak; Werner Van Leekwijck et al.
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Information Processing and Data Visualization in Networked Industrial Systems

2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)
2021-09-13 | Conference paper
DOI: 10.1109/pimrc50174.2021.9569603
Contributors: Pavol Mulinka; Charalampos Kalalas; Merim Dzaferagic; Irene Macaluso; Daniel Gutierrez Rojas; Pedro Juliano Nardelli; Nicola Marchetti
Source: Self-asserted source
Merim Dzaferagic

Corrigendum: Containing Future Epidemics With Trustworthy Federated Systems for Ubiquitous Warning and Response

Frontiers in Communications and Networks
2021-09-06 | Journal article
DOI: 10.3389/frcmn.2021.721971
Part of ISSN: 2673-530X
Contributors: Dick Carrillo; Lam Duc Nguyen; Pedro H. J. Nardelli; Evangelos Pournaras; Plinio Morita; Demóstenes Z. Rodríguez; Merim Dzaferagic; Harun Siljak; Alexander Jung; Laurent Hébert-Dufresne et al.
Source: Self-asserted source
Merim Dzaferagic

Containing Future Epidemics With Trustworthy Federated Systems for Ubiquitous Warning and Response

Frontiers in Communications and Networks
2021-05-13 | Journal article
DOI: 10.3389/frcmn.2021.621264
Part of ISSN: 2673-530X
Contributors: Dick Carrillo; Lam Duc Nguyen; Pedro H. J. Nardelli; Evangelos Pournaras; Plinio Morita; Demóstenes Z. Rodríguez; Merim Dzaferagic; Harun Siljak; Alexander Jung; Laurent Hébert-Dufresne et al.
Source: Self-asserted source
Merim Dzaferagic

Improving In-Network Computing in IoT Through Degeneracy

IEEE Systems Journal
2021-03 | Journal article
DOI: 10.1109/jsyst.2020.2976873
Part of ISSN: 1932-8184
Part of ISSN: 1937-9234
Part of ISSN: 2373-7816
Contributors: Merim Dzaferagic; Neal McBride; Ryan Thomas; Irene Macaluso; Nicola Marchetti
Source: Self-asserted source
Merim Dzaferagic

Minimizing the Signaling Overhead and Latency Based on Users’ Mobility Patterns

IEEE Systems Journal
2021-03 | Journal article
DOI: 10.1109/JSYST.2020.3011898
Contributors: Merim Dzaferagic; Nicola Marchetti; Irene Macaluso
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Designing for the Future: A Complex Systems Approach to Communication Networks

2020 | Dissertation or Thesis
Contributors: Merim Dzaferagic
Source: Self-asserted source
Merim Dzaferagic

Agent-Based Modeling for Distributed Decision Support in an IoT Network

IEEE Internet of Things Journal
2020-08 | Journal article
DOI: 10.1109/JIOT.2020.2976802
Contributors: M. Majid Butt; Indrakshi Dey; Merim Dzaferagic; Maria Murphy; Nicholas Kaminski; Nicola Marchetti
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Three-layer Approach to Detect Anomalies in Industrial Environments based on Machine Learning

2020 IEEE Conference on Industrial Cyberphysical Systems (ICPS)
2020-06-10 | Conference paper
DOI: 10.1109/icps48405.2020.9274780
Contributors: Daniel Gutierrez-Rojas; Mehar Ullah; Ioannis T. Christou; Gustavo Almeida; Pedro Nardelli; Dick Carrillo; Jean M. Sant'Ana; Hirley Alves; Merim Dzaferagic; Alessandro Chiumento et al.
Source: Self-asserted source
Merim Dzaferagic

Neurosciences and 6G: Lessons from and Needs of Communicative Brains

2020-04-04 | Preprint
DOI: 10.48550/ARXIV.2004.01834
Contributors: Renan C. Moioli; Pedro H. J. Nardelli; Michael Taynnan Barros; Walid Saad; Amin Hekmatmanesh; Pedro Gória; Arthur S. de Sena; Merim Dzaferagic; Harun Siljak; Werner van Leekwijck et al.
Source: Self-asserted source
Merim Dzaferagic

Performance of Massive MIMO Self-Backhauling for Ultra-Dense Small Cell Deployments

2018 IEEE Global Communications Conference (GLOBECOM)
2018-12 | Conference paper
DOI: 10.1109/glocom.2018.8647638
Contributors: Andrea Bonfante; Lorenzo Galati Giordano; David Lopez-Perez; Adrian Garcia-Rodriguez; Giovanni Geraci; Paolo Baracca; M. Majid Butt; Merim Dzaferagic; Nicola Marchetti
Source: Self-asserted source
Merim Dzaferagic

A functional complexity framework for the analysis of telecommunication networks

Journal of Complex Networks
2018-12-01 | Journal article
DOI: 10.1093/comnet/cny007
Part of ISSN: 2051-1329
Contributors: Merim Dzaferagic; Nicholas Kaminski; Neal McBride; Irene Macaluso; Nicola Marchetti
Source: Self-asserted source
Merim Dzaferagic

Method and System to Minimize the Signaling and Delay Caused by Mobility Management Function in Cellular Networks

GB1818733.6
2018-11-16 | Patent
Contributors: Merim Dzaferagic; Irene Macaluso; Nicola Marchetti
Source: Self-asserted source
Merim Dzaferagic

A Functional Complexity Framework for Dynamic Resource Allocation in VANETs

2018 14th International Wireless Communications & Mobile Computing Conference (IWCMC)
2018-06 | Conference paper
DOI: 10.1109/iwcmc.2018.8450526
Contributors: Kunal Pattanayak; Aritra Chatterjee; Merim Dzaferagic; Suvra Sekhar Das; Nicola Marchetti
Source: Self-asserted source
Merim Dzaferagic

Complex Systems Science meets 5G and IoT

2017 | Preprint
DOI: 10.48550/ARXIV.1710.11548
Contributors: Nicola Marchetti; Irene Macaluso; Nicholas Kaminski; Merim Dzaferagic; M. Majid Butt; Marco Ruffini; Saul Friedner; Julie Bradford; Andrea Zanella; Michele Zorzi et al.
Source: Self-asserted source
Merim Dzaferagic

How Functional Complexity affects the Scalability-Energy Efficiency Trade-Off of HCC WSN Clustering

2017 | Preprint
DOI: 10.48550/ARXIV.1702.08300
Contributors: Merim Dzaferagic; Nicholas Kaminski; Irene Macaluso; Nicola Marchetti
Source: Self-asserted source
Merim Dzaferagic

Relation between functional complexity, scalability and energy efficiency in WSNs

2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC)
2017-06 | Conference paper
DOI: 10.1109/iwcmc.2017.7986366
Contributors: Merim Dzaferagic; Nicholas Kaminski; Irene Macaluso; Nicola Marchetti
Source: Self-asserted source
Merim Dzaferagic

Cloud-RAN: Innovative radio access network architecture

Proceedings ELMAR-2013
2013 | Conference paper
Contributors: Hadzialic, Mesud; Dosenovic, Branko; Dzaferagic, Merim; Musovic, Jasmin
Source: Self-asserted source
Merim Dzaferagic

Impact of frequency synchronization on QoS in IP based networks

2012 Proceedings of the 35th International Convention MIPRO
2012 | Conference paper
Contributors: Hadzialic, Mesud; Dzaferagic, Merim; Raca, Darijo
Source: Self-asserted source
Merim Dzaferagic

Peer review (1 review for 1 publication/grant)

Review activity for EURASIP Journal on wireless communications and networking (1)
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