Intent-based data operation in the computing continuum

Data Service Composition in Cyber-Physical Systems Adopting LLMs

Author(s): Izzi, A., Mathew, J. G., Monti, F., Firmani, D., Leotta, F., Mandreoli, F., & Mecella, M.
Published in: 2024
Publisher: Zenodo
DOI: 10.5281/ZENODO.15504456

FedMAC: Federated Multi-Algorithm Clustering for Autonomic Systems

Author(s): Erik Johannes Husom, Rustem Dautov, Arda Goknil
Published in: 2025 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C), 2025
Publisher: IEEE
DOI: 10.1109/ACSOS-C66519.2025.00025

Towards Adaptive Asynchronous Federated Learning for Human Activity Recognition

Author(s): Rastko Gajanin, Anastasiya Danilenka, Andrea Morichetta, Stefan Nastic
Published in: Proceedings of the 14th International Conference on the Internet of Things, 2025
Publisher: ACM
DOI: 10.1145/3703790.3703795

Secure Onboarding of Devices and Applications to a Smart Decentralized Ecosystem

Author(s): Ali Amin, Tarek Zaarour, Ahmed Khalid, Seàn Óg Murphy, Utz Roedig, Cormac J. Sreenan
Published in: 2025 IEEE International Conference on Smart Computing (SMARTCOMP), 2025
Publisher: IEEE
DOI: 10.1109/SMARTCOMP65954.2025.00034

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

Author(s): Daniel Kaltenböck, Ilir Murturi, Schahram Dustdar
Published in: 2024 26th International Conference on Business Informatics (CBI), 2024
Publisher: IEEE
DOI: 10.1109/CBI62504.2024.00026

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

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

INTEND: Intent-Based Data Operation in the Computing Continuum

Author(s): 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
Published in: 2024
Publisher: CEUR-WS

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

Author(s): Rustem Dautov; Erik Johannes Husom
Published in: Proceedings of the 19th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2024
Publisher: Zenodo
DOI: 10.5281/ZENODO.13384065

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

Author(s): Andrea Morichetta, Anna Lackinger, Schahram Dustdar
Published in: 2024 IEEE International Conference on Service-Oriented System Engineering (SOSE), 2024
Publisher: IEEE
DOI: 10.1109/SOSE62363.2024.00018

Breaking Down Accuracy with Subspace Optimization

Author(s): Donatella Firmani, Giorgio Grani, Flavia Tagliafierro
Published in: 2024
Publisher: Open Proceeding
DOI: 10.48786/EDBT.2024.71

RainCloud: Decentralized Coordination and Communication in Heterogeneous IoT Swarms

Author(s): Filip Loisel, Geri Zeqo, Andrea Morichetta, Anna Lackinger, Schahram Dustdar
Published in: 2024 International Symposium on Parallel Computing and Distributed Systems (PCDS), 2024
Publisher: IEEE
DOI: 10.1109/PCDS61776.2024.10743766

INTEND: Intent-based Data Operation in the Computing Continuum

Author(s): Toma, Ioan; Serles, Umutcan
Published in: 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.15609773

Securing IMF from Intent Injection Using BERT-Based Classifiers

Author(s): Seonghyun, Kim
Published in: 2025 Fifteenth International Conference on Mobile Computing and Ubiquitous Networking (ICMU), 2025
Publisher: ICMU
DOI: 10.5281/ZENODO.17241233

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

Author(s): Valentina Albano, Giovanni Carau, Donatella Firmani, Elio Gullo, Claudia Ilardi, Luigi Laura
Published in: 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.15009847

Unified Intent-Based Management Across Standards: Architecture and Prototype Realizations

Author(s): Juan Brenes, Pietro Piscione, Mikhail Kolobov, Gabriele Ferrigno
Published in: 2025 IEEE Conference on Standards for Communications and Networking (CSCN), 2025
Publisher: IEEE
DOI: 10.1109/CSCN67557.2025.11230699

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

Author(s): Dautov, Rustem; Song, Hui; Schaefer, Christian; Seonghyun, Kim; Pietsch, Verena
Published in: 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.15862869

Time Series Predictions for Cloud Workloads: A Comprehensive Evaluation

Author(s): Anna Lackinger, Andrea Morichetta, Schahram Dustdar
Published in: 2024 IEEE International Conference on Service-Oriented System Engineering (SOSE), 2024
Publisher: IEEE
DOI: 10.1109/SOSE62363.2024.00011

R-Fairness: Assessing Fairness of Ranking in Subjective Data

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

HPAQT: Adaptive and Interpretable High-level SLO-aware Autoscaling with Reinforcement Learning

Author(s): Robin Mayerhofer, Andrea Morichetta, Alireza Furutanpey, Schahram Dustdar
Published in: Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing, 2025
Publisher: ACM
DOI: 10.1145/3773274.3774274

Evaluating Methods for Efficient Entity Count Estimation

Author(s): Mathew, J. G., Firmani, D., & Srivastava, D.
Published in: 2024
Publisher: Zenodo
DOI: 10.5281/ZENODO.15504638

A Graph-based Approach to Human Activity Recognition

Author(s): Thomas Peroutka, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar
Published in: 2024 IEEE 6th International Conference on Cognitive Machine Intelligence (CogMI), 2024
Publisher: IEEE
DOI: 10.1109/COGMI62246.2024.00025

Distributed Model Serving for Real-time Opinion Detection

Author(s): Paul Pinter, Andrea Morichetta, Schahram Dustdar
Published in: 2024 IEEE International Conference on Service-Oriented System Engineering (SOSE), 2024
Publisher: IEEE
DOI: 10.1109/SOSE62363.2024.00014

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

Author(s): 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
Published in: 2024
Publisher: Zenodo
DOI: 10.5281/ZENODO.14200103

inCoord: Intent-based Coordination in the Multi-domain Cloud-Edge Continuum

Author(s): BRENES, JUAN; Kolobov, Mikhail; Dib, Djawida; Metsch, Thijs; Lackinger, Anna; Capova, Cveta; Song, Hui; Dautov, Rustem; Khalid, Ahmed; Akselsen, Sigmund; Munch-Ellingsen, Arne; Dustdar, Schahram
Published in: 2025
DOI: 10.5281/ZENODO.17337853

Interoperable Agritech Data Pipelines with NGSI-LD and Smart Data Models

Author(s): Rustem Dautov, Simeon Tverdal, Andr� Skoog Bondevik, Svein Arild Fr�shaug, Vera Szabo, Jan Robert Fiksdal
Published in: International Conference on Information Systems Development, Proceedings of the 33rd International Conference on Information Systems Development, 2025
Publisher: University of Gdansk, Department of Business Informatics & University of Belgrade, Faculty of Organizational Sciences
DOI: 10.62036/ISD.2025.152

Data Interoperability Using Smart Data Models and NGSI-LD for the Norwegian Agrifood Sector

Author(s): Rustem Dautov, Simeon Tverdal, André Skoog Bondevik, Svein Arild Frøshaug, Vera Szabo, Jan Robert Fiksdal
Published in: Annals of Computer Science and Information Systems, Proceedings of the 20th Conference on Computer Science and Intelligence Systems (FedCSIS), Issue 43, 2025
Publisher: Polish Information Processing Society
DOI: 10.15439/2025F5425

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

Author(s): Firmani, D. et al
Published in: 2024
Publisher: Zenodo
DOI: 10.5281/ZENODO.12650004

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

Author(s): R. Mitkov; M. Pantusheva; D. Petrova-Antonova; V. Naserentin; V. Naserentin; A. Logg
Published in: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2024
Publisher: ISPRS
DOI: 10.5194/ISPRS-ANNALS-X-4-W4-2024-131-2024

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

Author(s): Thijs Metsch, Adrian Hoban
Published in: Proceedings of the 14th International Conference on Smart Cities and Green ICT Systems, 2025
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0013150000003953

PICKLE: Patchable Merkle Multiproofs for Verifiable Utility Intent

Author(s): Seonghyun Kim
Published in: Workshop on Security and Privacy of Next-Generation Networks, ISBN 979-8-9919276-9-7
Publisher: NDSS
DOI: 10.14722/FUTUREG.2026.23033

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

Author(s): Maulana Ikram Wibisana; Mila Koeva; Pirouz Nourian; Dessislava Petrova-Antonova; Kaloyan Karamitov
Published in: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2024
Publisher: ISPRS
DOI: 10.5194/ISPRS-ANNALS-X-4-2024-411-2024

Intent-to-Learning Translation for Computing Continuum Management

Author(s): Cveta Capova, Andrea Morichetta, Anna Lackinger, Schahram Dustdar
Published in: 2025 IEEE 33rd International Conference on Network Protocols (ICNP), 2025
Publisher: IEEE
DOI: 10.1109/ICNP65844.2025.11192441

SLO-Aware Task Offloading Within Collaborative Vehicle Platoons

Author(s): Boris Sedlak, Andrea Morichetta, Yuhao Wang, Yang Fei, Liang Wang, Schahram Dustdar, Xiaobo Qu
Published in: Lecture Notes in Computer Science, Service-Oriented Computing, 2024
Publisher: Springer Nature Singapore
DOI: 10.1007/978-981-96-0808-9_6

Inference Load-Aware Orchestration for Hierarchical Federated Learning

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

Using Distributed Ledgers To Build Knowledge Graphs For Decentralized Computing Ecosystems

Author(s): Tarek Zaarour, Ahmed Khalid, Preeja Pradeep, Ahmed Zahran
Published in: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
Publisher: ACM
DOI: 10.1145/3627673.3679644

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

Author(s): Ádám Nagy, Róbert Szabó, László Toka
Published in: 2025 10th International Conference on Smart and Sustainable Technologies (SpliTech), 2025
Publisher: IEEE
DOI: 10.23919/SPLITECH65624.2025.11091800

Emerging 5G and Beyond Ecosystem Business Models

Author(s): Hallingby Hanne Kristine; Frizzell Ronan; Mesogiti Ioanna Darzanos George; Frascolla Valerio; Gavras Anastasius; Lyberopoulos George; Lønsethagen Håkon; Matinmikko-Blue Marja; Mohnani Pooja; Parangoni Grigor; Petrache Ana; Suciu George; Suciu Victor
Published in: Ecosystem Business Models 6G Smart Networks and Services Industry Association (6G-IA)
Publisher: Zenodo

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

Author(s): Guan, Jinglong; Zhang, Qiyang; Murturi, Ilir; Donta, Praveen Kumar; Dustdar, Schahram; Wang, Shangguang
Published in: ICC 2024 - IEEE International Conference on Communications, 2024
Publisher: IEEE
DOI: 10.48550/ARXIV.2311.06073

Data Processing and Enrichment of LiDAR-Derived Traffic Data

Author(s): Ana Peykova; Dessislava Petrova-Antonova; Kaloyan Karamitov
Published in: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2024, ISSN 2194-9042
Publisher: Copernicus Publications
DOI: 10.5194/ISPRS-ANNALS-X-4-W5-2024-263-2024

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

Author(s): Akif Quddus Khan, Mihhail Matskin, Radu Prodan, Christoph Bussler, Dumitru Roman, Ahmet Soylu
Published in: Journal of Cloud Computing, Issue 13, 2024, ISSN 2192-113X
Publisher: Springer Science and Business Media LLC
DOI: 10.1186/S13677-024-00709-6

LUMEN: Enhancing IoT System Observability with Multi-Agent Large Language Models and Knowledge Graphs

Author(s): Adela Nedisan Videsjorden, Hui Song, Arda Goknil, Dumitru Roman, Ahmet Soylu
Published in: ACM Transactions on Internet of Things, 2025, ISSN 2691-1914
Publisher: Association for Computing Machinery (ACM)
DOI: 10.1145/3772077

Computer Science Foundations for Digital Libraries: Algorithms, Systems, and Applications

Author(s): Donatella Firmani, Stefano Mizzaro, Beatrice Portelli, Gianmaria Silvello, Sara Tonelli
Published in: International Journal on Digital Libraries, ISSN 1432-1300
Publisher: Springer
DOI: 10.5281/ZENODO.15224594

Controlled Self-Recovery of the Aggregator in Federated Learning Using RAFT Protocol

Author(s): Rustem Dautov, Erik Johannes Husom
Published in: ACM Transactions on Autonomous and Adaptive Systems, 2025, ISSN 1556-4665
Publisher: Association for Computing Machinery (ACM)
DOI: 10.1145/3785470

An Adaptive Toolbox for Computing Throttling Rate Limits in Web APIs

Author(s): Ala Arman, Marzio Monticelli, Donatella Firmani, Francesco Leotta, Massimo Mecella
Published in: IEEE Transactions on Services Computing, Issue 19, 2026, ISSN 1939-1374
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TSC.2025.3633389

Cloud storage tier optimization through storage object classification

Author(s): Akif Quddus Khan, Mihhail Matskin, Radu Prodan, Christoph Bussler, Dumitru Roman, Ahmet Soylu
Published in: Computing, Issue 106, 2024, ISSN 0010-485X
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S00607-024-01281-2

Cloud storage cost: a taxonomy and survey

Author(s): Akif Quddus Khan, Mihhail Matskin, Radu Prodan, Christoph Bussler, Dumitru Roman, Ahmet Soylu
Published in: World Wide Web, Issue 27, 2024, ISSN 1386-145X
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S11280-024-01273-4

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

Author(s): Ying Li, Praveen Kumar Donta, Xingwei Wang, Ilir Murturi, Min Huang, Schahram Dustdar
Published in: Computer, Issue 58, 2025, ISSN 0018-9162
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MC.2024.3471984

Evaluating Methods for Efficient Entity Count Estimation

Author(s): Jerin George Mathew, Donatella Firmani, Divesh Srivastava
Published in: Proceedings of the VLDB Endowment, Issue 18, 2025, ISSN 2150-8097
Publisher: Association for Computing Machinery (ACM)
DOI: 10.14778/3742728.3742750

Adaptive Stream Processing on Edge Devices through Active Inference

Author(s): Boris Sedlak Victor Casamayor Pujol, Andrea Morichetta, Praveen Kumar Donta, Schahram Dustdar
Published in: Evolving Systems (EVOS) - SpringeR, 2024, ISSN 0000-0000
Publisher: Springer
DOI: 10.48550/ARXIV.2409.17937

Investigating the Potential of Kepler Toward Power Observability for Sustainable Cloud Computing

Author(s): Zouhir Bellal, Laaziz Lahlou, Nadjia Kara, Timothy Murphy, Tan Phat Nguyen, Arif Ahmed, Mario Perez-Jimenez
Published in: IEEE Transactions on Green Communications and Networking, Issue 10, 2026, ISSN 2473-2400
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TGCN.2026.3660816

European Vision for the 6G Network Ecosystem

Author(s): 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
Published in: 2024
Publisher: Zenodo
DOI: 10.5281/ZENODO.13708424

Composing Smart Data Services in Shop Floors Through Large Language Models

Author(s): Jerin George Mathew, Flavia Monti, Donatella Firmani, Francesco Leotta, Federica Mandreoli, Massimo Mecella
Published in: Lecture Notes in Computer Science, Service-Oriented Computing, 2024
Publisher: Springer Nature Singapore
DOI: 10.1007/978-981-96-0808-9_21

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