Atakan Aral

Member of the Autonomous Distributed Systems Lab and Green Distributed Computing Group, WASP Faculty. Research in resource management for Edge Computing, Edge AI, and the Internet of Things.

0000-0002-2281-8183

Contact

atakan.aral@umu.se

Works at

Affiliated as other position at Department of Computing Science

MIT-huset, Umeå universitet, MIT.C.225 Umeå universitet, 901 87 Umeå

Machine learning workflows in the computing continuum for environmental monitoring

Computational science – ICCS 2024: 24th international conference, Malaga, Spain, Yuly 2–4, 2024, proceedings, part v, Cham: Springer 2024 : 368-382

Catalfamo, Alessio; Aral, Atakan; Brandic, Ivona; et al.

Beyond von neumann in the computing continuum: architectures, applications, and future directions

IEEE Internet Computing, Institute of Electrical and Electronics Engineers (IEEE) 2024, Vol. 28, (3) : 6-16

Kimovski, Dragi; Saurabh, Nishant; Jansen, Matthijs; et al.

Revisiting edge AI: opportunities and challenges

IEEE Internet Computing, IEEE 2024, Vol. 28, (4) : 49-59

Meuser, Tobias; Loven, Lauri; Bhuyan, Monowar H.; et al.

Hierarchical federated transfer learning: a multi-cluster approach on the computing continuum

2023 international conference on machine learning and applications (ICMLA), IEEE 2023 : 1163-1168

Ahmad, Sabtain; Aral, Atakan

Sustainable environmental monitoring via energy and information efficient multi-node placement

IEEE Internet of Things Journal, IEEE 2023, Vol. 10, (24) : 22065-22079

Ahmad, Sabtain; Uyanık, Halit; Ovatman, Tolga; et al.

Cost-aware neural network splitting and dynamic rescheduling for edge intelligence

EdgeSys '23: Proceedings of the 6th International Workshop on Edge Systems, Analytics and Networking, ACM Digital Library 2023 : 42-47

Luger, Daniel; Aral, Atakan; Brandic, Ivona

Collaborative smart environmental monitoring using flying edge intelligence

Proceedings - IEEE global communications conference, GLOBECOM, Institute of Electrical and Electronics Engineers (IEEE) 2023 : 5336-5341

Sari, T. Tolga; Ahmad, Sabtain; Aral, Atakan; et al.

View publications in DiVA

Research groups

Research leaders

Autonomous Distributed Systems Lab

Group member

Green Distributed Computing Group

Research projects

1 December 2023 until 30 April 2029

De facto Center of Excellence in Autonomous Distributed Systems