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2020 – today
- 2024
[j9]Bruno Missi Xavier
, Merim Dzaferagic, Magnos Martinello, Marco Ruffini:
Performance measurement dataset for open RAN with user mobility and security threats. Comput. Networks 253: 110710 (2024)- [c11]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. ICC 2024: 2384-2389 - [c10]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: 1-3 - [i19]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 abs/2401.09204 (2024) - [i18]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 abs/2401.10708 (2024) - [i17]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 abs/2404.19671 (2024) - [i16]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 abs/2407.01544 (2024) - 2023
- [j8]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): 6915-6927 (2023) - [c9]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: 1856-1861 - [i15]Merim Dzaferagic, Jose A. Ayala-Romero, Marco Ruffini:
ML Approach for Power Consumption Prediction in Virtualized Base Stations. CoRR abs/2301.05764 (2023) - [i14]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 abs/2302.01864 (2023) - 2022
- [j7]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: 80918-80931 (2022) - [j6]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): 8892-8900 (2022) - [c8]Merim Dzaferagic, Jose A. Ayala-Romero, Marco Ruffini:
ML Approach for Power Consumption Prediction in Virtualized Base Stations. GLOBECOM (Workshops) 2022: 986-991 - [c7]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: 284-289 - [i13]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 abs/2207.11117 (2022) - [i12]Debjani Goswami, Merim Dzaferagic, Harun Siljak, Suvra Sekhar Das, Nicola Marchetti:
Analysis of Temporal Robustness in Massive Machine Type Communications. CoRR abs/2208.03565 (2022) - 2021
- [j5]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): 1599-1621 (2021) - [j4]Merim Dzaferagic, Nicola Marchetti, Irene Macaluso:
Minimizing the Signaling Overhead and Latency Based on Users' Mobility Patterns. IEEE Syst. J. 15(1): 77-84 (2021) - [j3]Merim Dzaferagic, Neal McBride, Ryan Thomas, Irene Macaluso, Nicola Marchetti:
Improving In-Network Computing in IoT Through Degeneracy. IEEE Syst. J. 15(1): 238-244 (2021) - [c6]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: 1-6 - 2020
- [j2]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): 6919-6931 (2020) - [c5]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:
Three-layer Approach to Detect Anomalies in Industrial Environments based on Machine Learning. ICPS 2020: 250-256 - [i11]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 abs/2004.01834 (2020) - [i10]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:
Three-layer Approach to Detect Anomalies in Industrial Environments based on Machine Learning. CoRR abs/2004.09097 (2020) - [i9]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:
Containing Future Epidemics with Trustworthy Federated Systems for Ubiquitous Warning and Response. CoRR abs/2010.13392 (2020)
2010 – 2019
- 2019
- [i8]Merim Dzaferagic, Neal McBride, Ryan Thomas, Nicola Marchetti, Irene Macaluso:
Improving In-Network Computing in IoT Through Degeneracy. CoRR abs/1901.02712 (2019) - [i7]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 abs/1901.04585 (2019) - [i6]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 abs/1902.01942 (2019) - 2018
- [j1]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): 971-988 (2018) - [c4]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: 1-7 - [c3]Kunal Pattanayak, Aritra Chatterjee, Merim Dzaferagic, Suvra Sekhar Das, Nicola Marchetti:
A Functional Complexity Framework for Dynamic Resource Allocation in VANETs. IWCMC 2018: 458-463 - [i5]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 abs/1806.10969 (2018) - 2017
- [c2]Merim Dzaferagic, Nicholas J. Kaminski, Irene Macaluso, Nicola Marchetti:
Relation between functional complexity, scalability and energy efficiency in WSNs. IWCMC 2017: 675-680 - [i4]Merim Dzaferagic, Nicholas J. Kaminski, Irene Macaluso, Nicola Marchetti:
How Functional Complexity affects the Scalability-Energy Efficiency Trade-Off of HCC WSN Clustering. CoRR abs/1702.08300 (2017) - [i3]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 abs/1710.11548 (2017) - 2016
- [i2]Merim Dzaferagic, Nicholas J. Kaminski, Irene Macaluso, Nicola Marchetti:
A Functional Complexity Framework for the Analysis of Telecommunication Networks. CoRR abs/1607.02020 (2016) - [i1]Merim Dzaferagic, Nicholas J. Kaminski, Irene Macaluso, Nicola Marchetti:
Relation between Functional Complexity, Scalability and Energy Efficiency in WSNs. CoRR abs/1610.05970 (2016) - 2012
- [c1]Mesud Hadzialic, Merim Dzaferagic, Darijo Raca:
Impact of frequency synchronization on QoS in IP based networks. MIPRO 2012: 652-655
Coauthor Index
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