Ass.-Prof. Dott. mag. Dr. Atakan Aral

Reactive and Proactive Migration for Edge AI Training on Energy-Harvesting, Intermittently Powered Devices. / Hengstberger, Fabian; Aral, Atakan.
Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2025. Association for Computing Machinery, Inc, 2025. 49.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

Secure-by-Design Hardware Architecture for Real-Time IoT with Cycle-Bounded Trust and Redundancy-Aware Sensor Fusion. / Al-Rubaye, Maitham; Aral, Atakan.
Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2025. Association for Computing Machinery, Inc, 2025. 9.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

Targeted and Fully Automated Updates Over LoRaWAN for Energy-Efficient Edge AI. / Courageux-Sudan, Clément; Townend, Paul; Aral, Atakan.
Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2025. Association for Computing Machinery, Inc, 2025. 6.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

EdgeSynapse: Towards Leaky-Spike Transmission for Sustainable Edge Sensing. / Aral, Atakan.
SEC 2025 - Proceedings of the 2025 10th ACM/IEEE Symposium on Edge Computing. New York: Association for Computing Machinery, Inc, 2025. 54.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

Towards Enhanced AI-Driven Security in Monitoring Systems with Low-Cost IoT Devices. / Al-Rubaye, Maitham; Aral, Atakan.
IoT 2024 - Proceedings of the 14th International Conference on the Internet of Things. Association for Computing Machinery (ACM), 2025. p. 255-260.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

Distributed Neuromorphic Edge Computing: Theory and Applications in Environmental Monitoring. / Ferdowsi, Arman; Aral, Atakan.
Proceedings - 2025 IEEE International Conference on Edge Computing and Communications, EDGE 2025. ed. / Rong N. Chang; Carl K. Chang; Jingwei Yang; Nimanthi Atukorala; Dan Chen; Sumi Helal; Sasu Tarkoma; Qiang He; Tevfik Kosar; Claudio Ardagna; Feras Awaysheh; Volker Hilt; Yogesh Simmhan. Institute of Electrical and Electronics Engineers Inc., 2025. p. 203-212 (Proceedings - IEEE International Conference on Edge Computing).

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

Performance Analysis of AI-Driven Security Models in the Cloud-Edge Continuum for Monitoring Critical Infrastructures. / Al-rubaye, Maitham; Aral, Atakan (Corresponding author).
Advanced Information Networking and Applications. Vol. 6 Cham: Springer Science and Business Media Deutschland GmbH, 2025. p. 273-283 (Lecture Notes on Data Engineering and Communications Technologies, Vol. 250).

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

Machine Learning Workflows in the Computing Continuum for Environmental Monitoring. / Catalfamo, Alessio; Aral, Atakan; Brandic, Ivona et al.
Computational Science – ICCS 2024 - 24th International Conference, 2024, Proceedings. ed. / Leonardo Franco; Clélia de Mulatier; Maciej Paszynski; Valeria V. Krzhizhanovskaya; Jack J. Dongarra; Peter M. A. Sloot. Springer Science and Business Media Deutschland GmbH, 2024. p. 368-382 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14836 LNCS).

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

Experiences in Architectural Design and Deployment of eHealth and Environmental Applications for Cloud-Edge Continuum. / Aral, Atakan; Esposito, Antonio; Nagiyev, Andrey et al.
Advanced Information Networking and Applications - Proceedings of the 37th International Conference on Advanced Information Networking and Applications AINA-2023: Proceedings of the 37th International Conference on Advanced Information Networking and Applications (AINA-2023), Volume 3. ed. / Leonard Barolli. Cham: Springer, 2023. p. 136-145 (Lecture Notes in Networks and Systems, Vol. 655).

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

Cost-Aware Neural Network Splitting and Dynamic Rescheduling for Edge Intelligence. / Luger, Daniel; Aral, Atakan; Brandic, Ivona.
EdgeSys 2023 - Proceedings of the 6th International Workshop on Edge Systems, Analytics and Networking, Part of EuroSys 2023. New York: Association for Computing Machinery (ACM), 2023. p. 42-47.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

Collaborative Smart Environmental Monitoring Using Flying Edge Intelligence. / Sari, Talip Tolga; Ahmad, Sabtain; Aral, Atakan et al.
2023 IEEE Global Communications Conference. 2023.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

Hierarchical Federated Transfer Learning: A Multi-Cluster Approach on the Computing Continuum. / Ahmad, Sabtain; Aral, Atakan.
22nd International Conference on Machine Learning and Applications (ICMLA 2023). 2023.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

Neuromorphic Edge Intelligence for Rural Environmental Monitoring. / Aral, Atakan.
KDD Fragile Earth 2023. 2023.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

A Roadmap To Post-Moore Era for Distributed Systems. / De Maio, Vincenzo; Aral, Atakan; Brandic, Ivona.
ApPLIED '22: : Proceedings of the 2022 Workshop on Advanced tools, programming languages, and PLatforms for Implementing and Evaluating algorithms for Distributed systems. Salerno: Association for Computing Machinery (ACM), 2022. p. 30-34.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed