Merim Dzaferagic

49 papers B 4Journal 35Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bridging the High-Frequency Data Gap: A Millisecond-Resolution Network Dataset for Advancing Time Series Foundation Models. CoRR Subina Khanal, Seshu Tirupathi, Merim Dzaferagic, Marco Ruffini, Torben Bach Pedersen
2025	—	`conf`	Decentralized AI-Control Framework for Multi-Party Multi-Network 6G Deployments. ICC Workshops Merim Dzaferagic, Marco Ruffini, Nina Slamnik-Krijestorac, Joao F. Santos, Johann Marquez-Barja, Christos Tranoris, Spyros G. Denazis, Georgios Christos Tziavas, 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
2025	—	`conf`	Demonstration of Cooperative Transport Interface over Open Source 7.2 split RAN and Virtualised Open PON Network. OFC Merim Dzaferagic, Kevin O'Sullivan, Bruce Richardson, Brendan Ryan, Niall Power, Robin Giller, Marco Ruffini
2025	J	`jnl`	Demonstration of Cooperative Transport Interface over Open Source 7.2 split RAN and Virtualised Open PON Network. CoRR Merim Dzaferagic, Kevin O. Sullivan, Bruce Richardson, Brendan Ryan, Niall Power, Robin Giller, Marco Ruffini
2025	J	`jnl`	Dynamic Features Adaptation in Networking: Toward Flexible training and Explainable inference. CoRR Yannis Belkhiter, Seshu Tirupathi, Giulio Zizzo, Merim Dzaferagic, John D. Kelleher
2025	J	`jnl`	ML-Based Handover Prediction Over a Real O-RAN Deployment Using RAN Intelligent Controller. IEEE Trans. Netw. Serv. Manag. Merim Dzaferagic, Bruno Missi Xavier, Diarmuid Collins, Vince D'Onofrio, Magnos Martinello, Marco Ruffini
2025	J	`jnl`	Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G. CoRR Merim Dzaferagic, Marco Ruffini, Daniel C. Kilper
2024	—	`conf`	Cross-Domain AI for Early Attack Detection and Defense Against Malicious Flows in O-RAN. ICC Bruno Missi Xavier, Merim Dzaferagic, Irene Vilà, Magnos Martinello, Marco Ruffini
2024	J	`jnl`	Cross-Domain AI for Early Attack Detection and Defense Against Malicious Flows in O-RAN. CoRR Bruno Missi Xavier, Merim Dzaferagic, Irene Vilà, Magnos Martinello, Marco Ruffini
2024	J	`jnl`	Decentralized Multi-Party Multi-Network AI for Global Deployment of 6G Wireless Systems. CoRR Merim Dzaferagic, Marco Ruffini, Nina Slamnik-Krijestorac, Joao F. Santos, Johann Marquez-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
2024	—	`conf`	Demonstration of Cooperative Transport Interface using open-source 5G OpenRAN and virtualised PON network. OFC Frank Slyne, Kevin O. Sullivan, Merim Dzaferagic, Bruce Richardson, Marcin Wrzeszcz, Brendan Ryan, Niall Power, Robin Giller, Marco Ruffini
2024	J	`jnl`	Demonstration of Cooperative Transport Interface using open-source 5G OpenRAN and virtualised PON network. CoRR Frank Slyne, Kevin O. Sullivan, Merim Dzaferagic, Bruce Richardson, Marcin Wrzeszcz, Brendan Ryan, Niall Power, Robin Giller, Marco Ruffini
2024	J	`jnl`	ML-based handover prediction over a real O-RAN deployment using RAN Intelligent controller. CoRR Merim Dzaferagic, Bruno Missi Xavier, Diarmuid Collins, Vince D'Onofrio, Magnos Martinello, Marco Ruffini
2024	J	`jnl`	Performance measurement dataset for open RAN with user mobility and security threats. Comput. Networks Bruno Missi Xavier, Merim Dzaferagic, Magnos Martinello, Marco Ruffini
2023	J	`jnl`	Analysis of Temporal Robustness in Massive Machine Type Communications. IEEE Internet Things J. Debjani Goswami, Merim Dzaferagic, Harun Siljak, Suvra Sekhar Das, Nicola Marchetti
2023	J	`jnl`	ML Approach for Power Consumption Prediction in Virtualized Base Stations. CoRR Merim Dzaferagic, Jose A. Ayala-Romero, Marco Ruffini
2023	—	`conf`	Machine Learning-Based Early Attack Detection Using Open RAN Intelligent Controller. ICC Bruno Missi Xavier, Merim Dzaferagic, Diarmuid Collins, Giovanni Comarela, Magnos Martinello, Marco Ruffini
2023	J	`jnl`	Machine Learning-based Early Attack Detection Using Open RAN Intelligent Controller. CoRR Bruno Missi Xavier, Merim Dzaferagic, Diarmuid Collins, Giovanni Comarela, Magnos Martinello, Marco Ruffini
2022	J	`jnl`	Analysis of Temporal Robustness in Massive Machine Type Communications. CoRR Debjani Goswami, Merim Dzaferagic, Harun Siljak, Suvra Sekhar Das, Nicola Marchetti
2022	J	`jnl`	Fault Detection and Classification in Industrial IoT in Case of Missing Sensor Data. IEEE Internet Things J. Merim Dzaferagic, Nicola Marchetti, Irene Macaluso
2022	J	`jnl`	Improving Fault Detection in Industrial Processes by Event-Driven Data Acquisition. IEEE Access Daniel Gutierrez-Rojas, Pekka Räsänen, Ana Brandão Belisário, Merim Dzaferagic, Gustavo Matheus de Almeida, Pedro H. J. Nardelli
2022	—	`conf`	ML Approach for Power Consumption Prediction in Virtualized Base Stations. GLOBECOM (Workshops) Merim Dzaferagic, Jose A. Ayala-Romero, Marco Ruffini
2022	—	`conf`	Near Real-Time Distributed State Estimation via AI/ML-Empowered 5G Networks. SmartGridComm Ognjen Kundacina, Miodrag Forcan, Mirsad Cosovic, Darijo Raca, Merim Dzaferagic, Dragisa Miskovic, Mirjana Maksimovic, Dejan Vukobratovic
2022	J	`jnl`	Near Real-Time Distributed State Estimation via AI/ML-Empowered 5G Networks. CoRR Ognjen Kundacina, Miodrag Forcan, Mirsad Cosovic, Darijo Raca, Merim Dzaferagic, Dragisa Miskovic, Mirjana Maksimovic, Dejan Vukobratovic
2021	J	`jnl`	Containing Future Epidemics With Trustworthy Federated Systems for Ubiquitous Warning and Response. Frontiers Commun. Networks 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
2021	J	`jnl`	Corrigendum: Containing Future Epidemics With Trustworthy Federated Systems for Ubiquitous Warning and Response. Frontiers Commun. Networks 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
2021	J	`jnl`	Improving In-Network Computing in IoT Through Degeneracy. IEEE Syst. J. Merim Dzaferagic, Neal McBride, Ryan Thomas, Irene Macaluso, Nicola Marchetti
2021	B	`conf`	Information Processing and Data Visualization in Networked Industrial Systems. PIMRC Pavol Mulinka, Charalampos Kalalas, Merim Dzaferagic, Irene Macaluso, Daniel Gutierrez-Rojas, Pedro Henrique Juliano Nardelli, Nicola Marchetti
2021	J	`jnl`	Minimizing the Signaling Overhead and Latency Based on Users' Mobility Patterns. IEEE Syst. J. Merim Dzaferagic, Nicola Marchetti, Irene Macaluso
2021	J	`jnl`	Neurosciences and Wireless Networks: The Potential of Brain-Type Communications and Their Applications. IEEE Commun. Surv. Tutorials 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
2020	J	`jnl`	Agent-Based Modeling for Distributed Decision Support in an IoT Network. IEEE Internet Things J. M. Majid Butt, Indrakshi Dey, Merim Dzaferagic, Maria Murphy, Nicholas J. Kaminski, Nicola Marchetti
2020	J	`jnl`	Containing Future Epidemics with Trustworthy Federated Systems for Ubiquitous Warning and Response. CoRR 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
2020	—	`—`	Designing for the Future: A Complex Systems Approach to Communication Networks. Merim Dzaferagic
2020	J	`jnl`	Neurosciences and 6G: Lessons from and Needs of Communicative Brains. CoRR 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
2020	—	`conf`	Three-layer Approach to Detect Anomalies in Industrial Environments based on Machine Learning. ICPS 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
2020	J	`jnl`	Three-layer Approach to Detect Anomalies in Industrial Environments based on Machine Learning. CoRR 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
2019	J	`jnl`	A Distributed Self-Organization Approach to Minimize the Signaling and Delay Caused by Mobility Management Function in Cellular Networks. CoRR Merim Dzaferagic, Nicola Marchetti, Irene Macaluso
2019	J	`jnl`	Agent-Based Modelling Approach for Distributed Decision Support in an IoT Network. CoRR Merim Dzaferagic, M. Majid Butt, Maria Murphy, Nicholas J. Kaminski, Nicola Marchetti
2019	J	`jnl`	Improving In-Network Computing in IoT Through Degeneracy. CoRR Merim Dzaferagic, Neal McBride, Ryan Thomas, Nicola Marchetti, Irene Macaluso
2018	B	`conf`	A Functional Complexity Framework for Dynamic Resource Allocation in VANETs. IWCMC Kunal Pattanayak, Aritra Chatterjee, Merim Dzaferagic, Suvra Sekhar Das, Nicola Marchetti
2018	J	`jnl`	A functional complexity framework for the analysis of telecommunication networks. J. Complex Networks Merim Dzaferagic, Nicholas J. Kaminski, Neal McBride, Irene Macaluso, Nicola Marchetti
2018	B	`conf`	Performance of Massive MIMO Self-Backhauling for Ultra-Dense Small Cell Deployments. GLOBECOM Andrea Bonfante, Lorenzo Galati-Giordano, David López-Pérez, Adrian García-Rodríguez, Giovanni Geraci, Paolo Baracca, M. Majid Butt, Merim Dzaferagic, Nicola Marchetti
2018	J	`jnl`	Performance of Massive MIMO Self-Backhauling for Ultra-Dense Small Cell Deployments. CoRR Andrea Bonfante, Lorenzo Galati-Giordano, David López-Pérez, Adrian García-Rodríguez, Giovanni Geraci, Paolo Baracca, M. Majid Butt, Merim Dzaferagic, Nicola Marchetti
2017	J	`jnl`	Complex Systems Science meets 5G and IoT. CoRR Nicola Marchetti, Irene Macaluso, Nicholas J. Kaminski, Merim Dzaferagic, M. Majid Butt, Marco Ruffini, Saul Friedner, Julie Bradford, Andrea Zanella, Michele Zorzi, Linda Doyle
2017	J	`jnl`	How Functional Complexity affects the Scalability-Energy Efficiency Trade-Off of HCC WSN Clustering. CoRR Merim Dzaferagic, Nicholas J. Kaminski, Irene Macaluso, Nicola Marchetti
2017	B	`conf`	Relation between functional complexity, scalability and energy efficiency in WSNs. IWCMC Merim Dzaferagic, Nicholas J. Kaminski, Irene Macaluso, Nicola Marchetti
2016	J	`jnl`	A Functional Complexity Framework for the Analysis of Telecommunication Networks. CoRR Merim Dzaferagic, Nicholas J. Kaminski, Irene Macaluso, Nicola Marchetti
2016	J	`jnl`	Relation between Functional Complexity, Scalability and Energy Efficiency in WSNs. CoRR Merim Dzaferagic, Nicholas J. Kaminski, Irene Macaluso, Nicola Marchetti
2012	—	`conf`	Impact of frequency synchronization on QoS in IP based networks. MIPRO Mesud Hadzialic, Merim Dzaferagic, Darijo Raca