Twinning action for spreading excellence in Artificial Intelligence of Things

Información del proyecto

AIoTwin

Identificador del acuerdo de subvención: 101079214

DOI

10.3030/101079214

Proyecto cerrado

Fecha de la firma de la CE 26 Julio 2022

Fecha de inicio 1 Enero 2023

Fecha de finalización 31 Diciembre 2025

Financiado con arreglo a

• Widening participation and spreading excellence

Coste total

€ 1 499 625,00

Aportación de la UE

€ 1 499 625,00

Coordinado por

SVEUCILISTE U ZAGREBU FAKULTET ELEKTROTEHNIKE I RACUNARSTVA
Croatia

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (5)

Report on Use Cases, Requirements, and Architecture (1)

Reports specification of the use cases, system requirements and architecture. It includes state of the art analysis in (M12) and developed mechanisms for orchestration, energy-efficiency and ML workflows in the IoT edge environment (M24).

Data Management Plan

Defines the initial data management plan and procedures for collecting, storing, and processing the data sets with specific focus on personal data. This is a live document which will be regularly updated during the project. The final version reports on the acquired data sets and applied procedures for collecting, storing, and processing the data sets.

Report on Joint Paper Preparation, Conference Attendance and D/C/E activities(1)

Reports on prepared papers and attended conferences. Reports all dissemination and exploitation activities, including communication.

Report on the AIoTwin Summer Schools (1)

Includes the schedule, materials and results of the AIoTwin summer school held during the first year of the project.

AIoTwin Middleware Implementation and Evaluation (1)

Reports the architecture and design of the AIoTwin middleware in M18 and includes validation results of the developed mechanisms in M33 on the established testbed.

Demonstrators, pilots, prototypes (1)

Demonstrator of State-of-the-Art Mechanisms for Edge Orchestration, Energy-Efficiency and ML Workflows

Demonstrates existing state-of-the-art mechanisms for orchestration, energy-efficiency and ML workflows suitable for an IoT edge environment onthe established testbed.

Websites, patent fillings, videos etc. (1)

Project Website

Presents the launched project website.

Publicaciones

Conference proceedings (20)

Collaborative Inference in DNN-Based Satellite Systems with Dynamic Task Streams

Autores: Guan, J., Zhang, Q., Murturi, I., Donta, P. K., Dustdar, S., & Wang, S.
Publicado en: IEEE International Conference on Communications (ICC), 2024
Editor: IEEE
DOI: 10.5281/ZENODO.10658237

Blockchain-based Zero Trust on the Edge

Autores: Bicer, Cem; Murturi, Ilir; Donta, Praveen Kumar; Dustdar, Schahram
Publicado en: 10th Annual Conf. on Computational Science & Computational Intelligence (CSCI’23), 2023
DOI: 10.5281/zenodo.10658079

Building a P2P RDF Store for Edge Devices

Autores: Guo, Xuanchi; Le, Tuan Anh; Le Phuoc, Danh
Publicado en: The IoT Conference, 2024
DOI: 10.48550/arxiv.2309.09364

Temporal Saliency Detection Towards Explainable Transformer-based Timeseries Forecasting

Autores: Nghia Duong-Trung, Duc-Manh Nguyen, Danh Le-Phuoc
Publicado en: International Workshop on Explainable and Interpretable Machine Learning (XI-ML), 26th European Conference on Artificial Intelligence (ECAI 2023), 2024
DOI: 10.1007/978-3-031-50396-2_14

VisionKG: Unleashing the Power of Visual Datasets via Knowledge Graph

Autores: Yuan, Jicheng; Le Tuan, Anh; Nguyen-Duc, Manh; Trung-Kien, Tran; Hauswirth, Manfred; Le Phuoc, Danh
Publicado en: Lecture Notes in Computer Science ISBN: 9783031606342, 2024
DOI: 10.5281/ZENODO.11265309

Community AI: Towards Community-based Federated Learning

Autores: Murturi, Ilir; Donta, Praveen Kumar; Dustdar, Schahram
Publicado en: The Fifth IEEE International Conference on Cognitive Machine Intelligence (CogMI 2023), 2023
DOI: 10.5281/zenodo.10658107.

QEdgeProxy: QoS-Aware Load Balancing for IoT Services in the Computing Continuum

Autores: Čilić, Ivan; Jukanović, Valentin; Podnar Zarko, Ivana; Frangoudis, Pantelis; Dustdar, Schahram
Publicado en: 2024 IEEE International Conference on Edge Computing and Communications (EDGE), 2024
Editor: IEEE
DOI: 10.34726/8802

A Multidimensional Elasticity Framework for Adaptive Data Analytics Management in the Computing Continuum

Autores: Sergio Laso, Ilir Murturi, Pantelis Frangoudis, Juan Luis Herrera, Juan M. Murillo, Schahram Dustdar
Publicado en: ICC 2025 - IEEE International Conference on Communications, 2025
Editor: IEEE
DOI: 10.48550/ARXIV.2501.11369

Semantic Programming for Device-Edge-Cloud Continuum

Autores: Tuan Anh, Le; Bowden, David; Le Phuoc, Danh
Publicado en: 2023 IEEE 31st International Conference on Network Protocols (ICNP), 2023
DOI: 10.48550/arxiv.2308.10555

Reactive Orchestration for Hierarchical Federated Learning Under a Communication Cost Budget

Autores: Čilić, Ivan; Lackinger, Anna; Frangoudis, Pantelis; Podnar Žarko, Ivana; Furutanpey, Alireza; Murturi, Ilir; Dustdar, Schahram
Publicado en: 2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), 2025
DOI: 10.48550/ARXIV.2412.03385

Semi-decentralized Training of Spatio-Temporal Graph Neural Networks for Traffic Prediction

Autores: Ivan Kralj; Lodovico Giaretta; Gordan Jezic; Ivana Podnar Zarko; Sarunas Girdzijauskas
Publicado en: 2025 IEEE International Conference on Edge Computing and Communications (EDGE), 2025
DOI: 10.48550/ARXIV.2412.03188

Orchestrating Hierarchical Federated Learning Pipelines with the AIoTwin Middleware

Autores: I. Čilić, A.-P. Jukić, Katarina Vuknić, I. Podnar Žarko
Publicado en: IoT Workshop Proceedings, 2025
Editor: Institute of Information Systems Engineering, TU Wien
DOI: 10.34749/3061-1008.2025.10

Inference Load-Aware Orchestration for Hierarchical Federated Learning

Autores: Lackinger, Anna; Frangoudis, Pantelis; Čilić, Ivan; Furutanpey, Alireza; Murturi, Ilir; Podnar Žarko, Ivana; Dustdar, Schahram
Publicado en: 2024 IEEE 49th Conference on Local Computer Networks (LCN), 2024
DOI: 10.5281/ZENODO.13790132

SMT-as-a-Service for Fog Supported Cyber-Physical Systems

Autores: Holzer, Stefan and Frangoudis, Pantelis and Tsigkanos, Christos and Dustdar, Schahram
Publicado en: ICDCN '24: Proceedings of the 25th International Conference on Distributed Computing and Networking, 2024
DOI: 10.5281/zenodo.10101312

Edge-Based Predictive Data Reduction for Smart Agriculture: A Lightweight Approach to Efficient IoT Communication

Autores: Dora Krekovic, Mario Kusek, Ivana Podnar Zarko, Danh Le-Phuoc
Publicado en: IEEE Annual Congress on Artificial Intelligence of Things (IEEE AIoT 2025), 2025
Editor: IEEE
DOI: 10.48550/ARXIV.2511.19103

Learning-Driven Zero Trust in Distributed Computing Continuum Systems

Autores: Murturi, Ilir; Donta, Praveen Kumar; Casamayor-Pujol, Victor; Morichetta, Andrea; Dustdar, Schahram
Publicado en: The 21st IEEE International Conference on Pervasive Intelligence and Computing (PICom 2023), 2023
DOI: 10.5281/zenodo.10657927

Autonomous Driving with a Deep Dual-Model Solution for Steering and Braking Control

Autores: Jukić, Ana-Petra; Seder, Marija; Šelek, Ana; Podnar Žarko, Ivana
Publicado en: 2024 9th International Conference on Smart and Sustainable Technologies (SpliTech), 2024
DOI: 10.48550/ARXIV.2405.06473

WebAssembly on Resource-Constrained IoT Devices: Performance, Efficiency, and Portability

Autores: M. Has, T. Xiong, F. Ben Abdesslem, M. Kušek
Publicado en: IoT Workshop Proceedings, 2025
Editor: Institute of Information Systems Engineering, TU Wien
DOI: 10.34749/3061-1008.2025.5

A Comprehensive Performance Evaluation of Procedural Geometry Workloads on Resource-Constrained Devices

Autores: Govori, Edon and Murturi, Ilir and Dustdar, Schahram
Publicado en: 2023 IEEE International Conference on Edge Computing and Communications (EDGE), 2023
Editor: IEEE
DOI: 10.1109/EDGE60047.2023.00049

Enhancing EV Charging Management with Dynamic Pricing and Edge Intelligence

Autores: Luka Gjurić, Gordan Ježić, Ivana Podnar-Žarko, Mario Kušek
Publicado en: 2025 10th International Conference on Smart and Sustainable Technologies (SpliTech), 2025
Editor: IEEE
DOI: 10.5281/ZENODO.15568921

Peer reviewed articles (3)

Reducing communication overhead in the IoT–edge–cloud continuum: A survey on protocols and data reduction strategies

Autores: Dora Kreković, Petar Krivić, Ivana Podnar Žarko, Mario Kušek, Danh Le-Phuoc
Publicado en: Internet of Things, Edición 31, 2025, ISSN 2542-6605
Editor: Elsevier BV
DOI: 10.48550/ARXIV.2404.19492

Exploring the Potential of Distributed Computing Continuum Systems

Autores: Donta, Praveen Kumar, Ilir Murturi, Victor Casamayor Pujol, Boris Sedlak, and Schahram Dustdar
Publicado en: Computer, 2023, ISSN 2073-431X
Editor: MDPI
DOI: 10.3390/COMPUTERS12100198

IEEE Transactions on Emerging Topics in Computing

Autores: Sedlak, B., Murturi, I., Donta, P. K., & Dustdar, S.
Publicado en: IEEE Transactions on Emerging Topics in Computing, 2023, ISSN 2168-6750
Editor: IEEE Computer Society
DOI: 10.5281/zenodo.10658150