Articles by Ioannis Mavromatis | Synthical

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31

Intelligent Routing as a Service (iRaaS)

8 July 2024 by Saptarshi Ghosh and others

Networking and Internet Architecture

FedMap: Iterative Magnitude-Based Pruning for Communication-Efficient Federated Learning

27 June 2024 by Alexander Herzog and others

Machine Learning, Artificial Intelligence

Computing Within Limits: An Empirical Study of Energy Consumption in ML Training and Inference

20 June 2024 by Ioannis Mavromatis and others

Machine Learning

Multi-stage Attack Detection and Prediction Using Graph Neural Networks: An IoT Feasibility Study

28 April 2024 by Hamdi Friji and others

Cryptography and Security, Artificial Intelligence

UMBRELLA: A One-stop Shop Bridging the Gap from Lab to Real-World IoT Experimentation

2 February 2024 by Ioannis Mavromatis and others

Networking and Internet Architecture, Software Engineering

Mitigating System Bias in Resource Constrained Asynchronous Federated Learning Systems

1 February 2024 by Jikun Gao and others

Machine Learning

Past, Present, Future: A Comprehensive Exploration of AI Use Cases in the UMBRELLA IoT Testbed

1 February 2024 by Peizheng Li and others

Networking and Internet Architecture, Artificial Intelligence

Cybersecurity in Motion: A Survey of Challenges and Requirements for Future Test Facilities of CAVs

22 December 2023 by Ioannis Mavromatis and others

Cryptography and Security, Networking and Internet Architecture

FROST: Towards Energy-efficient AI-on-5G Platforms -- A GPU Power Capping Evaluation

17 October 2023 by Ioannis Mavromatis and others

Machine Learning, Networking and Internet Architecture

Federated Deep Learning for Intrusion Detection in IoT Networks

7 June 2023 by Othmane Belarbi and others

Cryptography and Security, Machine Learning

FLARE: Detection and Mitigation of Concept Drift for Federated Learning based IoT Deployments

15 May 2023 by Theo Chow and others

Machine Learning, Artificial Intelligence

Resource-Interaction Graph: Efficient Graph Representation for Anomaly Detection

16 December 2022 by James Pope and others

Cryptography and Security, Systems and Control

Demo: LE3D: A Privacy-preserving Lightweight Data Drift Detection Framework

18 November 2022 by Ioannis Mavromatis and Aftab Khan

Machine Learning, Cryptography and Security

LE3D: A Lightweight Ensemble Framework of Data Drift Detectors for Resource-Constrained Devices

18 November 2022 by Ioannis Mavromatis and others

Machine Learning, Cryptography and Security

Energy-Rate-Quality Tradeoffs of State-of-the-Art Video Codecs

2 October 2022 by Angeliki Katsenou and others

Image and Video Processing

A Federated Learning-enabled Smart Street Light Monitoring Application: Benefits and Future Challenges

27 August 2022 by Diya Anand and others

Computer Vision and Pattern Recognition, Machine Learning

Securing Synchronous Flooding Communications: An Atomic-SDN Implementation

3 August 2022 by Charles Lockie and others

Networking and Internet Architecture

A Dataset of Images of Public Streetlights with Operational Monitoring using Computer Vision Techniques

1 April 2022 by Ioannis Mavromatis and others

Computer Vision and Pattern Recognition

Reliable IoT Firmware Updates: A Large-scale Mesh Network Performance Investigation

9 March 2022 by Ioannis Mavromatis and others

Networking and Internet Architecture

DRIVE: A Digital Network Oracle for Cooperative Intelligent Transportation Systems

7 July 2020 by Ioannis Mavromatis and others

Networking and Internet Architecture, Systems and Control

On Urban Traffic Flow Benefits of Connected and Automated Vehicles

2 March 2020 by Ioannis Mavromatis and others

Physics and Society

Location Anomalies Detection for Connected and Autonomous Vehicles

1 July 2019 by Xiaoyang Wang and others

Machine Learning, Networking and Internet Architecture

Operating ITS-G5 DSRC over Unlicensed Bands: A City-Scale Performance Evaluation

9 June 2019 by Ioannis Mavromatis and others

Networking and Internet Architecture

A Dataset of Full-Stack ITS-G5 DSRC Communications over Licensed and Unlicensed Bands Using a Large-Scale Urban Testbed

3 April 2019 by Andrea Tassi and others

Networking and Internet Architecture

Agile Data Offloading over Novel Fog Computing Infrastructure for CAVs

4 March 2019 by Andrea Tassi and others

Networking and Internet Architecture

Efficient Millimeter-Wave Infrastructure Placement for City-Scale ITS

4 March 2019 by Ioannis Mavromatis and others

Networking and Internet Architecture

Secure Data Offloading Strategy for Connected and Autonomous Vehicles

4 March 2019 by Andrea Tassi and others

Networking and Internet Architecture

Poster: Parallel Implementation of the OMNeT++ INET Framework for V2X Communications

8 November 2018 by Robert Piechocki and others

Networking and Internet Architecture

A City-Scale ITS-G5 Network for Next-Generation Intelligent Transportation Systems: Design Insights and Challenges

6 July 2018 by Ioannis Mavromatis and others

Networking and Internet Architecture

Efficient V2V Communication Scheme for 5G MmWave Hyper-Connected CAVs

2 March 2018 by Ioannis Mavromatis and others

Networking and Internet Architecture

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Networking and Internet Architecture Machine Learning Cryptography and Security Systems and Control Artificial Intelligence Software Engineering Computer Vision and Pattern Recognition Distributed, Parallel, and Cluster Computing Image and Video Processing Physics and Society Signal Processing Performance