Ioannis Mavromatis

78 papers B 8C 2Misc 1Journal 46Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Multi-Year Urban Streetlight Imagery Dataset for Visual Monitoring and Spatio-Temporal Drift Detection. CoRR Peizheng Li, Ioannis Mavromatis, Ajith Sahadevan, Tim Farnham, Adnan Aijaz, Aftab Khan
2025	—	`conf`	A Technical Framework For Formally Verifying AI Models Supporting 6G Network Functions. INFOCOM WKSHPS M. M. Hassan Mahmud, Renjith Baby, Shadi Moazzeni, Juan Marcelo Parra Ullauri, Xueqing Zhou, Yulei Wu, Konstantinos Katsaros, Ioannis Mavromatis, Shah Zeb, Rasheed Hussain, Dimitra Simeonidou
2025	—	`conf`	CAMINO: Cloud-Native Autonomous Management and Intent-Based Orchestrator. EuCNC/6G Summit Konstantinos Antonakoglou, Ioannis Mavromatis, Saptarshi Ghosh, Mark Rouse, Konstantinos Katsaros
2025	J	`jnl`	CAMINO: Cloud-native Autonomous Management and Intent-based Orchestrator. CoRR Konstantinos Antonakoglou, Ioannis Mavromatis, Saptarshi Ghosh, Mark Rouse, Konstantinos Katsaros
2025	J	`jnl`	Collaborative intrusion detection in resource-constrained IoT environments: Challenges, methods, and future directions a review. J. Inf. Secur. Appl. Vasilis Ieropoulos, Eirini Anthi, Theodoros Spyridopoulos, Pete Burnap, Ioannis Mavromatis, Aftab Khan, Pietro Carnelli
2025	—	`conf`	Connecting the Unconnected: A DT Case Study of Nomadic Nodes Deployment in Nepal. CCNC Ioannis Mavromatis, Angeliki Katsenou, Klodian Bardhi, Evangelos Xenos, Dimitra Simeonidou
2025	J	`jnl`	Future Open Networks Cross-Domain Cognitive Orchestration: A Novel Design Paradigm. IEEE Access Saptarshi Ghosh, Hamid Asgari, Darryl Hond, Konstantinos Antonakoglou, Ioannis Mavromatis, Noel Butler, Rasheed Hussain, Shah Zeb, Kostas Katsaros, Shadi Moazzeni, David Tee, Gabriele Incorvaia, Dimitra Simeonidou
2025	J	`jnl`	Green MLOps to Green GenOps: An Empirical Study of Energy Consumption in Discriminative and Generative AI Operations. CoRR Adrián Sánchez-Mompó, Ioannis Mavromatis, Peizheng Li, Konstantinos Katsaros, Aftab Khan
2025	J	`jnl`	Green MLOps to Green GenOps: An Empirical Study of Energy Consumption in Discriminative and Generative AI Operations. Inf. Adrián Sánchez-Mompó, Ioannis Mavromatis, Peizheng Li, Konstantinos Katsaros, Aftab Khan
2025	—	`conf`	Performance Evaluation of Intent-Based Networking Scenarios: A GitOps and Nephio Approach. CSCN Saptarshi Ghosh, Ioannis Mavromatis, Konstantinos Antonakoglou, Konstantinos Katsaros
2025	J	`jnl`	Performance Evaluation of Intent-Based Networking Scenarios: A GitOps and Nephio Approach. CoRR Saptarshi Ghosh, Ioannis Mavromatis, Konstantinos Antonakoglou, Konstantinos Katsaros
2024	J	`jnl`	AI-Native Multi-Access Future Networks - The REASON Architecture. IEEE Access Konstantinos Katsaros, Ioannis Mavromatis, Kostantinos Antonakoglou, Saptarshi Ghosh, Dritan Kaleshi, Toktam Mahmoodi, Hamid Asgari, Anastasios Karousos, Iman Tavakkolnia, Hossein Safi, Harald Haas, Constantinos Vrontos, Amin Emami, Juan Marcelo Parra Ullauri, Shadi Moazzeni, Dimitra Simeonidou
2024	J	`jnl`	AI-Native Multi-Access Future Networks - The REASON Architecture. CoRR Konstantinos Katsaros, Ioannis Mavromatis, Konstantinos Antonakoglou, Saptarshi Ghosh, Dritan Kaleshi, Toktam Mahmoodi, Hamid Asgari, Anastasios Karousos, Iman Tavakkolnia, Hossein Safi, Harald Haas, Constantinos Vrontos, Amin Emami, Juan Marcelo Parra Ullauri, Shadi Moazzeni, Dimitra Simeonidou
2024	J	`jnl`	Adapting MLOps for Diverse In-Network Intelligence in 6G Era: Challenges and Solutions. CoRR Peizheng Li, Ioannis Mavromatis, Tim Farnham, Adnan Aijaz, Aftab Khan
2024	J	`jnl`	Computing Within Limits: An Empirical Study of Energy Consumption in ML Training and Inference. CoRR Ioannis Mavromatis, Kostas Katsaros, Aftab Khan
2024	J	`jnl`	Connecting the Unconnected: A DT Case Study of Nomadic Nodes Deployment in Nepal. CoRR Ioannis Mavromatis, Angeliki Katsenou, Klodian Bardhi, Evangelos Xenos, Dimitra Simeonidou
2024	J	`jnl`	FLAME: Adaptive and Reactive Concept Drift Mitigation for Federated Learning Deployments. CoRR Ioannis Mavromatis, Stefano De Feo, Aftab Khan
2024	J	`jnl`	FedMap: Iterative Magnitude-Based Pruning for Communication-Efficient Federated Learning. CoRR Alexander Herzog, Robbie Southam, Ioannis Mavromatis, Aftab Khan
2024	B	`conf`	Intelligent Routing as a Service (iRaaS) A Flexible Routing Framework for Knowledge-Defined Networks. IFIP Networking Saptarshi Ghosh, Konstantinos Antonakoglou, Ioannis Mavromatis, Kostas Katsaros
2024	J	`jnl`	Intelligent Routing as a Service (iRaaS). CoRR Saptarshi Ghosh, Konstantinos Antonakoglou, Ioannis Mavromatis, Kostas Katsaros
2024	—	`conf`	Mitigating System Bias in Resource Constrained Asynchronous Federated Learning Systems. PerCom Workshops Jikun Gao, Ioannis Mavromatis, Peizheng Li, Pietro Edoardo Carnelli, Aftab Khan
2024	J	`jnl`	Mitigating System Bias in Resource Constrained Asynchronous Federated Learning Systems. CoRR Jikun Gao, Ioannis Mavromatis, Peizheng Li, Pietro Edoardo Carnelli, Aftab Khan
2024	J	`jnl`	Multi-stage Attack Detection and Prediction Using Graph Neural Networks: An IoT Feasibility Study. CoRR Hamdi Friji, Ioannis Mavromatis, Adrián Sánchez-Mompó, Pietro Edoardo Carnelli, Alexis Olivereau, Aftab Khan
2024	—	`conf`	Past, Present, Future: A Comprehensive Exploration of AI Use Cases in the UMBRELLA IoT Testbed. PerCom Workshops Peizheng Li, Ioannis Mavromatis, Aftab Khan
2024	J	`jnl`	Past, Present, Future: A Comprehensive Exploration of AI Use Cases in the UMBRELLA IoT Testbed. CoRR Peizheng Li, Ioannis Mavromatis, Aftab Khan
2024	J	`jnl`	UMBRELLA: A One-Stop Shop Bridging the Gap From Lab to Real-World IoT Experimentation. IEEE Access Ioannis Mavromatis, Yichao Jin, Aleksandar Stanoev, Anthony Portelli, Ingram Weeks, Ben Holden, Eliot Glasspole, Tim Farnham, Aftab Khan, Usman Raza, Adnan Aijaz, Thomas Bierton, Ichiro Seto, Nita Patel, Mahesh Sooriyabandara
2024	J	`jnl`	UMBRELLA: A One-stop Shop Bridging the Gap from Lab to Real-World IoT Experimentation. CoRR Ioannis Mavromatis, Yichao Jin, Aleksandar Stanoev, Anthony Portelli, Ingram Weeks, Ben Holden, Eliot Glasspole, Tim Farnham, Aftab Khan, Usman Raza, Adnan Aijaz, Ichiro Seto, Nita Patel, Mahesh Sooriyabandara
2023	J	`jnl`	Cybersecurity in Motion: A Survey of Challenges and Requirements for Future Test Facilities of CAVs. CoRR Ioannis Mavromatis, Theodoros Spyridopoulos, Pietro Edoardo Carnelli, Woon Hau Chin, Ahmed Khalil, Jennifer Chakravarty, Lucia Cipolina Kun, Robert J. Piechocki, Colin Robbins, Daniel Cunnington, Leigh Chase, Lamogha Chiazor, Chris Preston, Rahul, Aftab Khan
2023	—	`conf`	Demo: LE3D: A Privacy-preserving Lightweight Data Drift Detection Framework. CCNC Ioannis Mavromatis, Aftab Khan
2023	B	`conf`	Evaluating Concept Drift Detectors on Real-World Data. EWSN Ufuk Erol, Francesco Raimondo, James Pope, Samuel Gunner, Vijay Kumar, Ioannis Mavromatis, Pietro Edoardo Carnelli, Theodoros Spyridopoulos, Aftab Khan, George Oikonomou
2023	B	`conf`	FLARE: Detection and Mitigation of Concept Drift for Federated Learning based IoT Deployments. IWCMC Theo Chow, Usman Raza, Ioannis Mavromatis, Aftab Khan
2023	J	`jnl`	FLARE: Detection and Mitigation of Concept Drift for Federated Learning based IoT Deployments. CoRR Theo Chow, Usman Raza, Ioannis Mavromatis, Aftab Khan
2023	—	`conf`	FROST: Towards Energy-efficient AI-on-5G Platforms - A GPU Power Capping Evaluation. CSCN Ioannis Mavromatis, Stefano De Feo, Pietro Edoardo Carnelli, Robert J. Piechocki, Aftab Khan
2023	J	`jnl`	FROST: Towards Energy-efficient AI-on-5G Platforms - A GPU Power Capping Evaluation. CoRR Ioannis Mavromatis, Stefano De Feo, Pietro Edoardo Carnelli, Robert J. Piechocki, Aftab Khan
2023	B	`conf`	Federated Deep Learning for Intrusion Detection in IoT Networks. GLOBECOM Othmane Belarbi, Theodoros Spyridopoulos, Eirini Anthi, Ioannis Mavromatis, Pietro Edoardo Carnelli, Aftab Khan
2023	J	`jnl`	Federated Deep Learning for Intrusion Detection in IoT Networks. CoRR Othmane Belarbi, Theodoros Spyridopoulos, Eirini Anthi, Ioannis Mavromatis, Pietro Edoardo Carnelli, Aftab Khan
2023	—	`conf`	LE3D: A Lightweight Ensemble Framework of Data Drift Detectors for Resource-Constrained Devices. CCNC Ioannis Mavromatis, Adrián Sánchez-Mompó, Francesco Raimondo, James Pope, Marcello Bullo, Ingram Weeks, Vijay Kumar, Pietro Edoardo Carnelli, George Oikonomou, Theodoros Spyridopoulos, Aftab Khan
2023	B	`conf`	Multi-stage Attack Detection and Prediction Using Graph Neural Networks: An IoT Feasibility Study. TrustCom Hamdi Friji, Ioannis Mavromatis, Adrián Sánchez-Mompó, Pietro Carnelli, Alexis Olivereau, Aftab Khan
2022	J	`jnl`	A Dataset of Images of Public Streetlights with Operational Monitoring using Computer Vision Techniques. CoRR Ioannis Mavromatis, Aleksandar Stanoev, Pietro Edoardo Carnelli, Yichao Jin, Mahesh Sooriyabandara, Aftab Khan
2022	—	`conf`	A Federated Learning-enabled Smart Street Light Monitoring Application: Benefits and Future Challenges. MORSE@MobiCom Diya Anand, Ioannis Mavromatis, Pietro Edoardo Carnelli, Aftab Khan
2022	J	`jnl`	A Federated Learning-enabled Smart Street Light Monitoring Application: Benefits and Future Challenges. CoRR Diya Anand, Ioannis Mavromatis, Pietro Edoardo Carnelli, Aftab Khan
2022	J	`jnl`	Demo: LE3D: A Privacy-preserving Lightweight Data Drift Detection Framework. CoRR Ioannis Mavromatis, Aftab Khan
2022	C	`conf`	Energy-Rate-Quality Tradeoffs of State-of-the-Art Video Codecs. PCS Angeliki Katsenou, Jingwei Mao, Ioannis Mavromatis
2022	J	`jnl`	LE3D: A Lightweight Ensemble Framework of Data Drift Detectors for Resource-Constrained Devices. CoRR Ioannis Mavromatis, Adrián Sánchez-Mompó, Francesco Raimondo, James Pope, Marcello Bullo, Ingram Weeks, Vijay Kumar, Pietro Edoardo Carnelli, George Oikonomou, Theodoros Spyridopoulos, Aftab Khan
2022	B	`conf`	Reliable IoT Firmware Updates: A Large-scale Mesh Network Performance Investigation. WCNC Ioannis Mavromatis, Aleksandar Stanoev, Anthony J. Portelli, Charles Lockie, Marius Ammann, Yichao Jin, Mahesh Sooriyabandara
2022	J	`jnl`	Reliable IoT Firmware Updates: A Large-scale Mesh Network Performance Investigation. CoRR Ioannis Mavromatis, Aleksandar Stanoev, Anthony J. Portelli, Charles Lockie, Marius Ammann, Yichao Jin, Mahesh Sooriyabandara
2022	J	`jnl`	Resource-Interaction Graph: Efficient Graph Representation for Anomaly Detection. CoRR James Pope, Jinyuan Liang, Vijay Kumar, Francesco Raimondo, Xinyi Sun, Ryan McConville, Thomas Pasquier, Robert J. Piechocki, George Oikonomou, Bo Luo, Dan Howarth, Ioannis Mavromatis, Adrián Sánchez-Mompó, Pietro Edoardo Carnelli, Theodoros Spyridopoulos, Aftab Khan
2022	B	`conf`	Securing Synchronous Flooding Communications: An Atomic-SDN Implementation. EWSN Charles Lockie, Ioannis Mavromatis, Aleksandar Stanoev, Yichao Jin, George Oikonomou
2022	J	`jnl`	Securing Synchronous Flooding Communications: An Atomic-SDN Implementation. CoRR Charles Lockie, Ioannis Mavromatis, Aleksandar Stanoev, Yichao Jin, George Oikonomou
2021	Misc	`conf`	Container Escape Detection for Edge Devices. SenSys James Pope, Francesco Raimondo, Vijay Kumar, Ryan McConville, Robert J. Piechocki, George Oikonomou, Thomas Pasquier, Bo Luo, Dan Howarth, Ioannis Mavromatis, Pietro Edoardo Carnelli, Adrián Sánchez-Mompó, Theodoros Spyridopoulos, Aftab Khan
2021	—	`conf`	UMBRELLA Collaborative Robotics Testbed and IoT Platform. CCNC Tim Farnham, Simon Jones, Adnan Aijaz, Yichao Jin, Ioannis Mavromatis, Usman Raza, Anthony Portelli, Aleksandar Stanoev, Mahesh Sooriyabandara
2020	C	`conf`	DRIVE: A Digital Network Oracle for Cooperative Intelligent Transportation Systems. ISCC Ioannis Mavromatis, Robert J. Piechocki, Mahesh Sooriyabandara, Arjun Parekh
2020	J	`jnl`	DRIVE: A Digital Network Oracle for Cooperative Intelligent Transportation Systems. CoRR Ioannis Mavromatis, Robert J. Piechocki, Mahesh Sooriyabandara, Arjun Parekh
2020	—	`conf`	On Urban Traffic Flow Benefits of Connected and Automated Vehicles. VTC Spring Ioannis Mavromatis, Andrea Tassi, Robert J. Piechocki, Mahesh Sooriyabandara
2019	J	`jnl`	A Dataset of Full-Stack ITS-G5 DSRC Communications over Licensed and Unlicensed Bands Using a Large-Scale Urban Testbed. CoRR Ioannis Mavromatis, Andrea Tassi, Robert J. Piechocki
2019	—	`conf`	Agile Data Offloading over Novel Fog Computing Infrastructure for CAVs. VTC Spring Andrea Tassi, Ioannis Mavromatis, Robert J. Piechocki, Andrew R. Nix, Christian Compton, Tracey Poole, Wolfgang Schuster
2019	J	`jnl`	Agile Data Offloading over Novel Fog Computing Infrastructure for CAVs. CoRR Andrea Tassi, Ioannis Mavromatis, Robert J. Piechocki, Andrew R. Nix, Christian Compton, Tracey Poole, Wolfgang Schuster
2019	—	`conf`	Efficient Millimeter-Wave Infrastructure Placement for City-Scale ITS. VTC Spring Ioannis Mavromatis, Andrea Tassi, Robert J. Piechocki, Andrew R. Nix
2019	J	`jnl`	Efficient Millimeter-Wave Infrastructure Placement for City-Scale ITS. CoRR Ioannis Mavromatis, Andrea Tassi, Robert J. Piechocki, Andrew R. Nix
2019	—	`conf`	Location Anomalies Detection for Connected and Autonomous Vehicles. CAVS Xiaoyang Wang, Ioannis Mavromatis, Andrea Tassi, Raúl Santos-Rodríguez, Robert J. Piechocki
2019	J	`jnl`	Location Anomalies Detection for Connected and Autonomous Vehicles. CoRR Xiaoyang Wang, Ioannis Mavromatis, Andrea Tassi, Raúl Santos-Rodríguez, Robert J. Piechocki
2019	B	`conf`	Operating ITS-G5 DSRC over Unlicensed Bands: A City-Scale Performance Evaluation. PIMRC Ioannis Mavromatis, Andrea Tassi, Robert J. Piechocki
2019	J	`jnl`	Operating ITS-G5 DSRC over Unlicensed Bands: A City-Scale Performance Evaluation. CoRR Ioannis Mavromatis, Andrea Tassi, Robert J. Piechocki
2019	—	`conf`	Secure Data Offloading Strategy for Connected and Autonomous Vehicles. VTC Spring Andrea Tassi, Ioannis Mavromatis, Robert J. Piechocki, Andrew R. Nix
2019	J	`jnl`	Secure Data Offloading Strategy for Connected and Autonomous Vehicles. CoRR Andrea Tassi, Ioannis Mavromatis, Robert J. Piechocki, Andrew R. Nix
2018	—	`conf`	A City-Scale ITS-G5 Network for Next-Generation Intelligent Transportation Systems: Design Insights and Challenges. ADHOC-NOW Ioannis Mavromatis, Andrea Tassi, Robert J. Piechocki, Andrew R. Nix
2018	J	`jnl`	A City-Scale ITS-G5 Network for Next-Generation Intelligent Transportation Systems: Design Insights and Challenges. CoRR Ioannis Mavromatis, Andrea Tassi, Robert J. Piechocki, Andrew R. Nix
2018	J	`jnl`	Efficient V2V Communication Scheme for 5G MmWave Hyper-Connected CAVs. CoRR Ioannis Mavromatis, Andrea Tassi, Robert J. Piechocki, Andrew R. Nix
2018	—	`conf`	Efficient V2V Communication Scheme for 5G mmWave Hyper-Connected CAVs. ICC Workshops Ioannis Mavromatis, Andrea Tassi, Robert J. Piechocki, Andrew R. Nix
2018	J	`jnl`	Multi-Radio 5G Architecture for Connected and Autonomous Vehicles: Application and Design Insights. CoRR Ioannis Mavromatis, Andrea Tassi, Giovanni Rigazzi, Robert J. Piechocki, Andrew R. Nix
2018	J	`jnl`	Multi-Radio 5G Architecture for Connected and Autonomous Vehicles: Application and Design Insights. EAI Endorsed Trans. Ind. Networks Intell. Syst. Ioannis Mavromatis, Andrea Tassi, Giovanni Rigazzi, Robert J. Piechocki, Andrew R. Nix
2018	—	`conf`	Poster: Parallel Implementation of the OMNeT++ INET Framework for V2X Communications. VNC Ioannis Mavromatis, Andrea Tassi, Robert J. Piechocki, Andrew R. Nix
2018	J	`jnl`	Poster: Parallel Implementation of the OMNeT++ INET Framework for V2X Communications. CoRR Ioannis Mavromatis, Andrea Tassi, Robert J. Piechocki, Andrew R. Nix
2017	J	`jnl`	Agile Calibration Process of Full-Stack Simulation Frameworks for V2X Communications. CoRR Ioannis Mavromatis, Andrea Tassi, Robert J. Piechocki, Andrew R. Nix
2017	—	`conf`	Agile calibration process of full-stack simulation frameworks for V2X communications. VNC Ioannis Mavromatis, Andrea Tassi, Robert J. Piechocki, Andrew R. Nix
2017	J	`jnl`	Beam Alignment for Millimetre Wave Links with Motion Prediction of Autonomous Vehicles. CoRR Ioannis Mavromatis, Andrea Tassi, Robert J. Piechocki, Andrew R. Nix
2017	J	`jnl`	MmWave System for Future ITS: A MAC-layer Approach for V2X Beam Steering. CoRR Ioannis Mavromatis, Andrea Tassi, Robert J. Piechocki, Andrew R. Nix
2017	—	`conf`	mmWave System for Future ITS: A MAC-Layer Approach for V2X Beam Steering. VTC Fall Ioannis Mavromatis, Andrea Tassi, Robert J. Piechocki, Andrew R. Nix