Intent-based data operation in the computing continuum

Informations projet

INTEND

N° de convention de subvention: 101135576

DOI

10.3030/101135576

Date de signature de la CE 28 Novembre 2023

Date de début 1 Janvier 2024

Date de fin 31 Decembre 2026

Financé au titre de

• Digital, Industry and Space

Coût total

Aucune donnée

Contribution de l’UE

€ 5 790 541,76

Coordonné par

SINTEF AS
Norway

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Publications

Conference proceedings (28)

Data Service Composition in Cyber-Physical Systems Adopting LLMs

Auteurs: Izzi, A., Mathew, J. G., Monti, F., Firmani, D., Leotta, F., Mandreoli, F., & Mecella, M.
Publié dans: 2024
Éditeur: Zenodo
DOI: 10.5281/ZENODO.15504456

Towards Adaptive Asynchronous Federated Learning for Human Activity Recognition

Auteurs: Rastko Gajanin, Anastasiya Danilenka, Andrea Morichetta, Stefan Nastic
Publié dans: Proceedings of the 14th International Conference on the Internet of Things, 2025
Éditeur: ACM
DOI: 10.1145/3703790.3703795

Secure Onboarding of Devices and Applications to a Smart Decentralized Ecosystem

Auteurs: Ali Amin, Tarek Zaarour, Ahmed Khalid, Seàn Óg Murphy, Utz Roedig, Cormac J. Sreenan
Publié dans: 2025 IEEE International Conference on Smart Computing (SMARTCOMP), 2025
Éditeur: IEEE
DOI: 10.1109/SMARTCOMP65954.2025.00034

A Zero Trust Single Sign-On Framework with Attribute-Based Access Control

Auteurs: Daniel Kaltenböck, Ilir Murturi, Schahram Dustdar
Publié dans: 2024 26th International Conference on Business Informatics (CBI), 2024
Éditeur: IEEE
DOI: 10.1109/CBI62504.2024.00026

Developing Multi-Agent LLM Applications Through Continuous Human-LLM Co-Programming

Auteurs: Hui Song, Arda Goknil, Xiaojun Jiang, Espen Melum, Hyunwhan Joe, Caterina Gazzotti, Valerio Frascolla, Adela Nedisan Videsjorden, Phu Nguyen
Publié dans: 2025 IEEE/ACM 4th International Conference on AI Engineering – Software Engineering for AI (CAIN), 2025
Éditeur: IEEE
DOI: 10.1109/CAIN66642.2025.00013

INTEND: Intent-Based Data Operation in the Computing Continuum

Auteurs: Donatella Firmani; Francesco Leotta; Jerin George Mathew; Jacopo Rossi; Lorenzo Balzotti; Hui Song; Dumitru Roman; Rustem Dautov; Erik Johannes Husom; Sagar Sen; Vilija Balionyte-Merle; Andrea Morichetta; Schahram Dustdar; Thijs Metsch; Valerio Frascolla; Ahmed Khalid; Giada Landi; Juan Brenes; Ioan Toma; Róbert Szabó; Christian Schaefer; Cosmin Udroiu; Alexandre Ulisses; Verena Pietsch; Sigmund Akselsen; Arne Munch-Ellingsen; Irena Pavlova; Hong-Gee Kim; Changsoo Kim; Bob Allen; Sunwoo Kim; Eberechukwu Paulson
Publié dans: 2024
Éditeur: CEUR-WS

Raft Protocol for Fault Tolerance and Self-Recovery in Federated Learning

Auteurs: Rustem Dautov; Erik Johannes Husom
Publié dans: Proceedings of the 19th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2024
Éditeur: Zenodo
DOI: 10.5281/ZENODO.13384065

Cohabitation of Intelligence and Systems: Towards Self-reference in Digital Anatomies

Auteurs: Andrea Morichetta, Anna Lackinger, Schahram Dustdar
Publié dans: 2024 IEEE International Conference on Service-Oriented System Engineering (SOSE), 2024
Éditeur: IEEE
DOI: 10.1109/SOSE62363.2024.00018

Breaking Down Accuracy with Subspace Optimization

Auteurs: Donatella Firmani, Giorgio Grani, Flavia Tagliafierro
Publié dans: 2024
Éditeur: Open Proceeding
DOI: 10.48786/EDBT.2024.71

RainCloud: Decentralized Coordination and Communication in Heterogeneous IoT Swarms

Auteurs: Filip Loisel, Geri Zeqo, Andrea Morichetta, Anna Lackinger, Schahram Dustdar
Publié dans: 2024 International Symposium on Parallel Computing and Distributed Systems (PCDS), 2024
Éditeur: IEEE
DOI: 10.1109/PCDS61776.2024.10743766

INTEND: Intent-based Data Operation in the Computing Continuum

Auteurs: Toma, Ioan; Serles, Umutcan
Publié dans: 2025
Éditeur: Zenodo
DOI: 10.5281/ZENODO.15609773

Semantic Digital Libraries in Public Administration: A Knowledge Graph Approach to Certificate Request Management

Auteurs: Valentina Albano, Giovanni Carau, Donatella Firmani, Elio Gullo, Claudia Ilardi, Luigi Laura
Publié dans: 2025
Éditeur: Zenodo
DOI: 10.5281/ZENODO.15009847

Model Complexity as a Mitigation Strategy Against Industrial Espionage through Membership Inference Attacks

Auteurs: Dautov, Rustem; Song, Hui; Schaefer, Christian; Seonghyun, Kim; Pietsch, Verena
Publié dans: 2025
Éditeur: Zenodo
DOI: 10.5281/ZENODO.15862869

Time Series Predictions for Cloud Workloads: A Comprehensive Evaluation

Auteurs: Anna Lackinger, Andrea Morichetta, Schahram Dustdar
Publié dans: 2024 IEEE International Conference on Service-Oriented System Engineering (SOSE), 2024
Éditeur: IEEE
DOI: 10.1109/SOSE62363.2024.00011

R-Fairness: Assessing Fairness of Ranking in Subjective Data

Auteurs: Lorenzo Balzotti, Donatella Firmani, Jerin George Mathew, Riccardo Torlone, Sihem Amer-Yahia
Publié dans: Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/V1/2025.ACL-LONG.1548

Evaluating Methods for Efficient Entity Count Estimation

Auteurs: Mathew, J. G., Firmani, D., & Srivastava, D.
Publié dans: 2024
Éditeur: Zenodo
DOI: 10.5281/ZENODO.15504638

A Graph-based Approach to Human Activity Recognition

Auteurs: Thomas Peroutka, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar
Publié dans: 2024 IEEE 6th International Conference on Cognitive Machine Intelligence (CogMI), 2024
Éditeur: IEEE
DOI: 10.1109/COGMI62246.2024.00025

Distributed Model Serving for Real-time Opinion Detection

Auteurs: Paul Pinter, Andrea Morichetta, Schahram Dustdar
Publié dans: 2024 IEEE International Conference on Service-Oriented System Engineering (SOSE), 2024
Éditeur: IEEE
DOI: 10.1109/SOSE62363.2024.00014

INTEND: Human-Like Intelligence for Intent-Based Data Operations in the Cognitive Computing Continuum

Auteurs: Dautov, Rustem; Song, Hui; Roman, Dumitru; Husom, Erik Johannes; Sen, Sagar; Balionyte-Merle, Vilija; Firmani, Donatella; Leotta, Francesco; Mathew, Jerin George; Rossi, Jacopo; Balzotti, Lorenzo; Morichetta, Andrea; Dustdar, Schahram; Metsch, Thijs; Frascolla, Valerio; Khalid, Ahmed; Landi, Giada; Brenes, Juan; Toma, Ioan; Szabó, Róbert; Schaefer, Christian; Kim, Seonghyun; Udroiu, Cosmin; Ulisses, Alexandre; Pietsch, Verena; Akselsen, Sigmund; Munch-Ellingsen, Arne; Pavlova, Irena; Petrova-Antonova, Dessisslava; Kim, Hong-Gee; Kim, Changsoo; Allen, Bob; Kim, Sunwoo; Paulson, Eberechukwu
Publié dans: 2024
Éditeur: Zenodo
DOI: 10.5281/ZENODO.14200103

Performing Intent-based data operation in the computing continuum: the INTEND project

Auteurs: Firmani, D. et al
Publié dans: 2024
Éditeur: Zenodo
DOI: 10.5281/ZENODO.12650004

The Role of Computational Fluid Dynamics within City Digital Twins: Opportunities and Challenges

Auteurs: R. Mitkov; M. Pantusheva; D. Petrova-Antonova; V. Naserentin; V. Naserentin; A. Logg
Publié dans: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2024
Éditeur: ISPRS
DOI: 10.5194/ISPRS-ANNALS-X-4-W4-2024-131-2024

Breaking Barriers: From Black Box to Intent-Driven, User-Friendly Power Management

Auteurs: Thijs Metsch, Adrian Hoban
Publié dans: Proceedings of the 14th International Conference on Smart Cities and Green ICT Systems, 2025
Éditeur: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0013150000003953

A LiDAR-Based Digital Twinning Workflow for Traffic Monitoring and Simulation

Auteurs: Maulana Ikram Wibisana; Mila Koeva; Pirouz Nourian; Dessislava Petrova-Antonova; Kaloyan Karamitov
Publié dans: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2024
Éditeur: ISPRS
DOI: 10.5194/ISPRS-ANNALS-X-4-2024-411-2024

SLO-Aware Task Offloading Within Collaborative Vehicle Platoons

Auteurs: Boris Sedlak, Andrea Morichetta, Yuhao Wang, Yang Fei, Liang Wang, Schahram Dustdar, Xiaobo Qu
Publié dans: Lecture Notes in Computer Science, Service-Oriented Computing, 2024
Éditeur: Springer Nature Singapore
DOI: 10.1007/978-981-96-0808-9_6

Inference Load-Aware Orchestration for Hierarchical Federated Learning

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

Using Distributed Ledgers To Build Knowledge Graphs For Decentralized Computing Ecosystems

Auteurs: Tarek Zaarour, Ahmed Khalid, Preeja Pradeep, Ahmed Zahran
Publié dans: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
Éditeur: ACM
DOI: 10.1145/3627673.3679644

Analyzing Energy Consumption of Loihi 2 Neuromorphic Chip in a Self-driving Use-case

Auteurs: Ádám Nagy, Róbert Szabó, László Toka
Publié dans: 2025 10th International Conference on Smart and Sustainable Technologies (SpliTech), 2025
Éditeur: IEEE
DOI: 10.23919/SPLITECH65624.2025.11091800

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

Auteurs: Guan, Jinglong; Zhang, Qiyang; Murturi, Ilir; Donta, Praveen Kumar; Dustdar, Schahram; Wang, Shangguang
Publié dans: ICC 2024 - IEEE International Conference on Communications, 2024
Éditeur: IEEE
DOI: 10.48550/ARXIV.2311.06073

Peer reviewed articles (6)

Data Processing and Enrichment of LiDAR-Derived Traffic Data

Auteurs: Ana Peykova; Dessislava Petrova-Antonova; Kaloyan Karamitov
Publié dans: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2024, ISSN 2194-9042
Éditeur: Copernicus Publications
DOI: 10.5194/ISPRS-ANNALS-X-4-W5-2024-263-2024

Cost modelling and optimisation for cloud: a graph-based approach

Auteurs: Akif Quddus Khan, Mihhail Matskin, Radu Prodan, Christoph Bussler, Dumitru Roman, Ahmet Soylu
Publié dans: Journal of Cloud Computing, Numéro 13, 2024, ISSN 2192-113X
Éditeur: Springer Science and Business Media LLC
DOI: 10.1186/S13677-024-00709-6

Cloud storage tier optimization through storage object classification

Auteurs: Akif Quddus Khan, Mihhail Matskin, Radu Prodan, Christoph Bussler, Dumitru Roman, Ahmet Soylu
Publié dans: Computing, Numéro 106, 2024, ISSN 0010-485X
Éditeur: Springer Science and Business Media LLC
DOI: 10.1007/S00607-024-01281-2

Cloud storage cost: a taxonomy and survey

Auteurs: Akif Quddus Khan, Mihhail Matskin, Radu Prodan, Christoph Bussler, Dumitru Roman, Ahmet Soylu
Publié dans: World Wide Web, Numéro 27, 2024, ISSN 1386-145X
Éditeur: Springer Science and Business Media LLC
DOI: 10.1007/S11280-024-01273-4

KDN-FLB: Knowledge-Defined Networking Through Federated Learning and Blockchain

Auteurs: Ying Li, Praveen Kumar Donta, Xingwei Wang, Ilir Murturi, Min Huang, Schahram Dustdar
Publié dans: Computer, Numéro 58, 2025, ISSN 0018-9162
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MC.2024.3471984

Adaptive Stream Processing on Edge Devices through Active Inference

Auteurs: Boris Sedlak Victor Casamayor Pujol, Andrea Morichetta, Praveen Kumar Donta, Schahram Dustdar
Publié dans: Evolving Systems (EVOS) - SpringeR, 2024, ISSN 0000-0000
Éditeur: Springer
DOI: 10.48550/ARXIV.2409.17937

Other (1)

European Vision for the 6G Network Ecosystem

Auteurs: Uusitalo, Mikko; Bernardos, Carlos Jesus; Kaloxylos, Alexandros; Bourse, Didier Arnaud; Norp, Toon; Lønsethagen, Håkon; Hecker, Artur; Rugeland, Patrik; Papagianni, Chrysa; Bulakci, Ömer; Li, Xi; Ericson, Mårten; Anton-Haro, Carles; Massod Khorsandi, Bahare; Ramos-Lopez, Aurora; Frascolla, Valerio; Marco, Gramaglia; Gavras, Anastasius; Trichias, Konstantinos
Publié dans: 2024
Éditeur: Zenodo
DOI: 10.5281/ZENODO.13708424

Book chapters (1)

Composing Smart Data Services in Shop Floors Through Large Language Models

Auteurs: Jerin George Mathew, Flavia Monti, Donatella Firmani, Francesco Leotta, Federica Mandreoli, Massimo Mecella
Publié dans: Lecture Notes in Computer Science, Service-Oriented Computing, 2024
Éditeur: Springer Nature Singapore
DOI: 10.1007/978-981-96-0808-9_21