Merim Dzaferagic

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 37

Top Topics

Telecommunication Networks

Decision Support

Industrial Processes

Top Venues

IEEE Internet Things J.

Publications

Frank Slyne, Kevin O. Sullivan, Merim Dzaferagic, Bruce Richardson, Marcin Wrzeszcz, Brendan Ryan, Niall Power, Robin Giller, Marco Ruffini
Demonstration of Cooperative Transport Interface using open-source 5G OpenRAN and virtualised PON network. CoRR (2024)
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
Decentralized Multi-Party Multi-Network AI for Global Deployment of 6G Wireless Systems. CoRR (2024)
Merim Dzaferagic, Bruno Missi Xavier, Diarmuid Collins, Vince D'Onofrio, Magnos Martinello, Marco Ruffini
ML-based handover prediction over a real O-RAN deployment using RAN Intelligent controller. CoRR (2024)
Frank Slyne, Kevin O. Sullivan, Merim Dzaferagic, Bruce Richardson, Marcin Wrzeszcz, Brendan Ryan, Niall Power, Robin Giller, Marco Ruffini
Demonstration of Cooperative Transport Interface using open-source 5G OpenRAN and virtualised PON network. OFC (2024)
Bruno Missi Xavier, Merim Dzaferagic, Magnos Martinello, Marco Ruffini
Performance measurement dataset for open RAN with user mobility and security threats. Comput. Networks 253 (2024)
Bruno Missi Xavier, Merim Dzaferagic, Irene Vilà, Magnos Martinello, Marco Ruffini
Cross-Domain AI for Early Attack Detection and Defense Against Malicious Flows in O-RAN. CoRR (2024)
Bruno Missi Xavier, Merim Dzaferagic, Diarmuid Collins, Giovanni Comarela, Magnos Martinello, Marco Ruffini
Machine Learning-Based Early Attack Detection Using Open RAN Intelligent Controller. ICC (2023)
Bruno Missi Xavier, Merim Dzaferagic, Diarmuid Collins, Giovanni Comarela, Magnos Martinello, Marco Ruffini
Machine Learning-based Early Attack Detection Using Open RAN Intelligent Controller. CoRR (2023)
Debjani Goswami, Merim Dzaferagic, Harun Siljak, Suvra Sekhar Das, Nicola Marchetti
Analysis of Temporal Robustness in Massive Machine Type Communications. IEEE Internet Things J. 10 (8, April 15) (2023)
Merim Dzaferagic, Jose A. Ayala-Romero, Marco Ruffini
ML Approach for Power Consumption Prediction in Virtualized Base Stations. CoRR (2023)
Merim Dzaferagic, Nicola Marchetti, Irene Macaluso
Fault Detection and Classification in Industrial IoT in Case of Missing Sensor Data. IEEE Internet Things J. 9 (11) (2022)
Daniel Gutierrez-Rojas, Pekka Räsänen, Ana Brandão Belisário, Merim Dzaferagic, Gustavo Matheus de Almeida, Pedro H. J. Nardelli
Improving Fault Detection in Industrial Processes by Event-Driven Data Acquisition. IEEE Access 10 (2022)
Debjani Goswami, Merim Dzaferagic, Harun Siljak, Suvra Sekhar Das, Nicola Marchetti
Analysis of Temporal Robustness in Massive Machine Type Communications. CoRR (2022)
Merim Dzaferagic, Jose A. Ayala-Romero, Marco Ruffini
ML Approach for Power Consumption Prediction in Virtualized Base Stations. GLOBECOM (Workshops) (2022)
Ognjen Kundacina, Miodrag Forcan, Mirsad Cosovic, Darijo Raca, Merim Dzaferagic, Dragisa Miskovic, Mirjana Maksimovic, Dejan Vukobratovic
Near Real-Time Distributed State Estimation via AI/ML-Empowered 5G Networks. CoRR (2022)
Ognjen Kundacina, Miodrag Forcan, Mirsad Cosovic, Darijo Raca, Merim Dzaferagic, Dragisa Miskovic, Mirjana Maksimovic, Dejan Vukobratovic
Near Real-Time Distributed State Estimation via AI/ML-Empowered 5G Networks. SmartGridComm (2022)
Pavol Mulinka, Charalampos Kalalas, Merim Dzaferagic, Irene Macaluso, Daniel Gutierrez-Rojas, Pedro Henrique Juliano Nardelli, Nicola Marchetti
Information Processing and Data Visualization in Networked Industrial Systems. PIMRC (2021)
Merim Dzaferagic, Nicola Marchetti, Irene Macaluso
Minimizing the Signaling Overhead and Latency Based on Users' Mobility Patterns. IEEE Syst. J. 15 (1) (2021)
Merim Dzaferagic, Neal McBride, Ryan Thomas, Irene Macaluso, Nicola Marchetti
Improving In-Network Computing in IoT Through Degeneracy. IEEE Syst. J. 15 (1) (2021)
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
Neurosciences and Wireless Networks: The Potential of Brain-Type Communications and Their Applications. IEEE Commun. Surv. Tutorials 23 (3) (2021)
Daniel Gutierrez-Rojas, Mehar Ullah, Ioannis T. Christou, Gustavo Almeida, Pedro H. J. Nardelli, Dick Carrillo, Jean Michel de Souza Sant'Ana, Hirley Alves, Merim Dzaferagic, Alessandro Chiumento, Charalampos Kalalas
Three-layer Approach to Detect Anomalies in Industrial Environments based on Machine Learning. CoRR (2020)
M. Majid Butt, Indrakshi Dey, Merim Dzaferagic, Maria Murphy, Nicholas J. Kaminski, Nicola Marchetti
Agent-Based Modeling for Distributed Decision Support in an IoT Network. IEEE Internet Things J. 7 (8) (2020)
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, Irene Macaluso, Mehar Ullah, Gustavo Fraidenraich, Petar Popovski
Containing Future Epidemics with Trustworthy Federated Systems for Ubiquitous Warning and Response. CoRR (2020)
Daniel Gutierrez-Rojas, Mehar Ullah, Ioannis T. Christou, Gustavo Almeida, Pedro H. J. Nardelli, Dick Carrillo, Jean Michel de Souza Sant'Ana, Hirley Alves, Merim Dzaferagic, Alessandro Chiumento, Charalampos Kalalas
Three-layer Approach to Detect Anomalies in Industrial Environments based on Machine Learning. ICPS (2020)
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
Neurosciences and 6G: Lessons from and Needs of Communicative Brains. CoRR (2020)
Merim Dzaferagic, Neal McBride, Ryan Thomas, Nicola Marchetti, Irene Macaluso
Improving In-Network Computing in IoT Through Degeneracy. CoRR (2019)
Merim Dzaferagic, M. Majid Butt, Maria Murphy, Nicholas J. Kaminski, Nicola Marchetti
Agent-Based Modelling Approach for Distributed Decision Support in an IoT Network. CoRR (2019)
Merim Dzaferagic, Nicola Marchetti, Irene Macaluso
A Distributed Self-Organization Approach to Minimize the Signaling and Delay Caused by Mobility Management Function in Cellular Networks. CoRR (2019)
Andrea Bonfante, Lorenzo Galati Giordano, David López-Pérez, Adrian García-Rodríguez, Giovanni Geraci, Paolo Baracca, M. Majid Butt, Merim Dzaferagic, Nicola Marchetti
Performance of Massive MIMO Self-Backhauling for Ultra-Dense Small Cell Deployments. CoRR (2018)
Andrea Bonfante, Lorenzo Galati Giordano, David López-Pérez, Adrian García-Rodríguez, Giovanni Geraci, Paolo Baracca, M. Majid Butt, Merim Dzaferagic, Nicola Marchetti
Performance of Massive MIMO Self-Backhauling for Ultra-Dense Small Cell Deployments. GLOBECOM (2018)
Merim Dzaferagic, Nicholas J. Kaminski, Neal McBride, Irene Macaluso, Nicola Marchetti
A functional complexity framework for the analysis of telecommunication networks. J. Complex Networks 6 (6) (2018)
Kunal Pattanayak, Aritra Chatterjee, Merim Dzaferagic, Suvra Sekhar Das, Nicola Marchetti
A Functional Complexity Framework for Dynamic Resource Allocation in VANETs. IWCMC (2018)
Merim Dzaferagic, Nicholas J. Kaminski, Irene Macaluso, Nicola Marchetti
How Functional Complexity affects the Scalability-Energy Efficiency Trade-Off of HCC WSN Clustering. CoRR (2017)
Nicola Marchetti, Irene Macaluso, Nicholas J. Kaminski, Merim Dzaferagic, M. Majid Butt, Marco Ruffini, Saul Friedner, Julie Bradford, Andrea Zanella, Michele Zorzi, Linda Doyle
Complex Systems Science meets 5G and IoT. CoRR (2017)
Merim Dzaferagic, Nicholas J. Kaminski, Irene Macaluso, Nicola Marchetti
Relation between functional complexity, scalability and energy efficiency in WSNs. IWCMC (2017)
Merim Dzaferagic, Nicholas J. Kaminski, Irene Macaluso, Nicola Marchetti
Relation between Functional Complexity, Scalability and Energy Efficiency in WSNs. CoRR (2016)
Merim Dzaferagic, Nicholas J. Kaminski, Irene Macaluso, Nicola Marchetti
A Functional Complexity Framework for the Analysis of Telecommunication Networks. CoRR (2016)
Mesud Hadzialic, Merim Dzaferagic, Darijo Raca
Impact of frequency synchronization on QoS in IP based networks. MIPRO (2012)