Merim Dzaferagic

According to our database, Merim Dzaferagic authored at least 29 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

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

Merim Dzaferagic, Marco Ruffini, Nina Slamnik-Krijestorac, Joao F. Santos, Johann Márquez-Barja, Christos Tranoris, Spyros G. Denazis, Thomas Kyriakakis, Panagiotis Karafotis, Luiz A. DaSilva, Shashi Raj Pandey, Junya Shiraishi, Petar Popovski, Søren Kejser Jensen, Christian Thomsen, Torben Bach Pedersen, Holger Claussen, Jinfeng Du, Gil Zussman, Tingjun Chen, Yiran Chen, Seshu Tirupathi, Ivan Seskar, Daniel C. Kilper

CoRR, 2024

ML-based handover prediction over a real O-RAN deployment using RAN Intelligent controller.

Merim Dzaferagic, Bruno Missi Xavier, Diarmuid Collins, Vince D'Onofrio, Magnos Martinello, Marco Ruffini

CoRR, 2024

Performance measurement dataset for open RAN with user mobility and security threats.

Bruno Missi Xavier, Merim Dzaferagic, Magnos Martinello, Marco Ruffini

Comput. Networks, 2024

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

Frank Slyne, Kevin O. Sullivan, Merim Dzaferagic, Bruce Richardson, Marcin Wrzeszcz, Brendan Ryan, Niall Power, Robin Giller, Marco Ruffini

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

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

Bruno Missi Xavier, Merim Dzaferagic, Irene Vilà, Magnos Martinello, Marco Ruffini

Proceedings of the IEEE International Conference on Communications, 2024

2023

Analysis of Temporal Robustness in Massive Machine Type Communications.

Debjani Goswami, Merim Dzaferagic, Harun Siljak, Suvra Sekhar Das, Nicola Marchetti

IEEE Internet Things J., 2023

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

Bruno Missi Xavier, Merim Dzaferagic, Diarmuid Collins, Giovanni Comarela, Magnos Martinello, Marco Ruffini

Proceedings of the IEEE International Conference on Communications, 2023

2022

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

Merim Dzaferagic, Nicola Marchetti, Irene Macaluso

IEEE Internet Things J., 2022

Improving Fault Detection in Industrial Processes by Event-Driven Data Acquisition.

Daniel Gutierrez-Rojas, Pekka Räsänen, Ana Brandão Belisário, Merim Dzaferagic, Gustavo Matheus de Almeida, Pedro H. J. Nardelli

IEEE Access, 2022

Near Real-Time Distributed State Estimation via AI/ML-Empowered 5G Networks.

Ognjen Kundacina, Miodrag Forcan, Mirsad Cosovic, Darijo Raca, Merim Dzaferagic, Dragisa Miskovic, Mirjana Maksimovic, Dejan Vukobratovic

Proceedings of the IEEE International Conference on Communications, 2022

ML Approach for Power Consumption Prediction in Virtualized Base Stations.

Merim Dzaferagic, Jose A. Ayala-Romero, Marco Ruffini

Proceedings of the IEEE Globecom 2022 Workshops, 2022

2021

Improving In-Network Computing in IoT Through Degeneracy.

Merim Dzaferagic, Neal McBride, Ryan Thomas, Irene Macaluso, Nicola Marchetti

IEEE Syst. J., 2021

Minimizing the Signaling Overhead and Latency Based on Users' Mobility Patterns.

Merim Dzaferagic, Nicola Marchetti, Irene Macaluso

IEEE Syst. J., 2021

Neurosciences and Wireless Networks: The Potential of Brain-Type Communications and Their Applications.

Renan Cipriano Moioli, Pedro H. J. Nardelli, Michael Taynnan Barros, Walid Saad, Amin Hekmatmanesh, Pedro E. Gória Silva, Arthur Sousa de Sena, Merim Dzaferagic, Harun Siljak, Werner Van Leekwijck, Dick Carrillo Melgarejo, Steven Latré

IEEE Commun. Surv. Tutorials, 2021

Information Processing and Data Visualization in Networked Industrial Systems.

Pavol Mulinka, Charalampos Kalalas, Merim Dzaferagic, Irene Macaluso, Daniel Gutierrez-Rojas, Pedro Henrique Juliano Nardelli, Nicola Marchetti

Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

2020

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

M. Majid Butt, Indrakshi Dey, Merim Dzaferagic, Maria Murphy, Nicholas J. Kaminski, Nicola Marchetti

IEEE Internet Things J., 2020

Containing Future Epidemics with Trustworthy Federated Systems for Ubiquitous Warning and Response.

Dick Carrillo, Lam Duc Nguyen, Pedro H. J. Nardelli, Evangelos Pournaras, Plinio P. Morita, Demóstenes Z. Rodríguez, Merim Dzaferagic, Harun Siljak, Alexander Jung, Laurent Hébert-Dufresne, Irene Macaluso, Mehar Ullah, Gustavo Fraidenraich, Petar Popovski

CoRR, 2020

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

Renan Cipriano Moioli, Pedro H. J. Nardelli, Michael Taynnan Barros, Walid Saad, Amin Hekmatmanesh, Pedro E. Gória Silva, Arthur Sousa de Sena, Merim Dzaferagic, Harun Siljak, Werner Van Leekwijck, Dick Carrillo, Steven Latré

CoRR, 2020

Three-layer Approach to Detect Anomalies in Industrial Environments based on Machine Learning.

Daniel Gutierrez-Rojas, Mehar Ullah, Ioannis T. Christou, Gustavo Matheus de Almeida, Pedro H. J. Nardelli, Dick Carrillo, Jean Michel de Souza Sant'Ana, Hirley Alves, Merim Dzaferagic, Alessandro Chiumento, Charalampos Kalalas

Proceedings of the IEEE Conference on Industrial Cyberphysical Systems, 2020

2019

A Distributed Self-Organization Approach to Minimize the Signaling and Delay Caused by Mobility Management Function in Cellular Networks.

Merim Dzaferagic, Nicola Marchetti, Irene Macaluso

CoRR, 2019

Agent-Based Modelling Approach for Distributed Decision Support in an IoT Network.

Merim Dzaferagic, M. Majid Butt, Maria Murphy, Nicholas J. Kaminski, Nicola Marchetti

CoRR, 2019

2018

A functional complexity framework for the analysis of telecommunication networks.

Merim Dzaferagic, Nicholas J. Kaminski, Neal McBride, Irene Macaluso, Nicola Marchetti

J. Complex Networks, 2018

A Functional Complexity Framework for Dynamic Resource Allocation in VANETs.

Kunal Pattanayak, Aritra Chatterjee, Merim Dzaferagic, Suvra Sekhar Das, Nicola Marchetti

Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018

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

Andrea Bonfante, Lorenzo Galati-Giordano, David López-Pérez, Adrian García-Rodríguez, Giovanni Geraci, Paolo Baracca, M. Majid Butt, Merim Dzaferagic, Nicola Marchetti

Proceedings of the IEEE Global Communications Conference, 2018

2017

Complex Systems Science meets 5G and IoT.

Nicola Marchetti, Irene Macaluso, Nicholas J. Kaminski, Merim Dzaferagic, M. Majid Butt, Marco Ruffini, Saul Friedner, Julie Bradford, Andrea Zanella, Michele Zorzi, Linda Doyle

CoRR, 2017

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

Merim Dzaferagic, Nicholas J. Kaminski, Irene Macaluso, Nicola Marchetti

CoRR, 2017

Relation between functional complexity, scalability and energy efficiency in WSNs.

Merim Dzaferagic, Nicholas J. Kaminski, Irene Macaluso, Nicola Marchetti

Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

2016

A Functional Complexity Framework for the Analysis of Telecommunication Networks.

Merim Dzaferagic, Nicholas J. Kaminski, Irene Macaluso, Nicola Marchetti

CoRR, 2016

2012

Impact of frequency synchronization on QoS in IP based networks.

Mesud Hadzialic, Merim Dzaferagic, Darijo Raca

Proceedings of the 2012 Proceedings of the 35th International Convention, 2012