Fakultät für Informatik

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

Forschungsgruppe Scientific Computing

Währinger Straße 29
1090 Wien
Raum : 6.39

T: +43-1-4277-78440

atakan.aral(at)univie.ac.at

Persönliche Homepage

u:cris-Portal

Lehrveranstaltungen

Publikationen

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.

Veröffentlichungen: Beitrag in Buch › Beitrag in Konferenzband › Peer Reviewed

doi.org/10.1145/3773274.3774693

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.

Veröffentlichungen: Beitrag in Buch › Beitrag in Konferenzband › Peer Reviewed

doi.org/10.1145/3773274.3774264

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.

Veröffentlichungen: Beitrag in Buch › Beitrag in Konferenzband › Peer Reviewed

doi.org/10.1145/3773274.3774261

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.

Veröffentlichungen: Beitrag in Buch › Beitrag in Konferenzband › Peer Reviewed

doi.org/10.1145/3769102.3774704

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. S. 255-260.

Veröffentlichungen: Beitrag in Buch › Beitrag in Konferenzband › Peer Reviewed

doi.org/10.1145/3703790.3703819

The promise of neuromorphic edge AI for rural environmental monitoring. / Aral, Atakan.
in: Environmental Data Science, Band 3, e34, 02.01.2025.

Veröffentlichungen: Beitrag in Fachzeitschrift › Artikel › Peer Reviewed

doi.org/10.1017/eds.2024.36

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. Hrsg. / 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. S. 203-212 (Proceedings - IEEE International Conference on Edge Computing).

Veröffentlichungen: Beitrag in Buch › Beitrag in Konferenzband › Peer Reviewed

doi.org/10.1109/EDGE67623.2025.00031

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

Veröffentlichungen: Beitrag in Buch › Beitrag in Konferenzband › Peer Reviewed

doi.org/10.1007/978-3-031-87778-0_27

Beyond von Neumann in the Computing Continuum: Architectures, Applications, and Future Directions. / Kimovski, Dragi; Saurabh, Nishant; Jansen, Matthijs et al.
in: IEEE Internet computing online : IC online , Band 28, Nr. 3, 01.05.2024, S. 6-16.

Veröffentlichungen: Beitrag in Fachzeitschrift › Artikel › Peer Reviewed

doi.org/10.1109/MIC.2023.3301010

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. Hrsg. / 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. S. 368-382 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Band 14836 LNCS).

Veröffentlichungen: Beitrag in Buch › Beitrag in Konferenzband › Peer Reviewed

doi.org/10.1007/978-3-031-63775-9_27

Projekte

STAAC: Symbolische Zeitanalyse asynchroner Schaltungen

Ferdowsi, A. (Projektleiter*in), Aral, A. (Mentor*in) & Ennsberger, S. (Projektadministrator*in)

1/08/26 → 31/07/29

Projekt: Forschungsförderung

TROCI: Resilienter Betrieb kritischer Infrastrukturen

Aral, A. (Projektleiter*in), Benkner, S. (Co-Projektleiter*in), Ahmed, H. (Projektkoordinator*in), Salauddin, M. (Kooperationspartner*in) & Delinschi, D. (Kooperationspartner*in)

1/03/24 → 28/02/27

Projekt: Forschungsförderung