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Staff photo Tomas Nordström

Tomas Nordström

My research focuses on enabling technologies for "intelligent embedded systems" and how many such systems can best work together to create robust and efficient "systems of intelligent systems".

Research qualifications: Docent

Works at

Affiliation
Location
X, Håken Gullessons väg 20, Teknikhuset, TEK.B.428 Umeå universitet, 901 87 Umeå

In my research, I develop enabling technologies for "intelligent embedded systems" and how a multitude of such systems can best work together to create robust and efficient "systems of intelligent systems". In these systems, intelligence (i.e., artificial intelligence and machine learning) has been moved from central data centers and the cloud to the end nodes of the internet (i.e., edge computing and intelligent embedded systems). My research includes adapting the machine learning models to the computational capacity that is available in today's and the future's embedded systems, and how we can create a collaborative / federated learning between distributed nodes. I am also researching how to adapt the computer architectures for embedded systems, so that they can better perform the calculations that machine learning requires.

2024 19th Annual System of Systems Engineering Conference, SoSE 2024, IEEE 2024 : 190-196
Nordström, Tomas; Sutfeld, Leon Rene; Besker, Terese
ICASSP 2024 - 2024 IEEE international conference on acoustics, speech and signal processing (ICASSP), IEEE 2024 : 5455-5459
Wang, Junjie; Nordström, Tomas
Journal of systems architecture, Elsevier 2022, Vol. 133
Rezk, Nesma M.; Nordström, Tomas; Stathis, Dimitrios; et al.
Information, MDPI 2022, Vol. 13, (4)
Rezk, Nesma M.; Nordström, Tomas; Ul-Abdin, Zain
Technologies, MDPI 2021, Vol. 9, (4)
Sámano-Robles, Ramiro; Nordström, Tomas; Kunert, Kristina; et al.
IEEE Access, IEEE 2020, Vol. 81, (1) : 57967-57996
Rezk, Nesma; Purnaprajna, Madhura; Nordström, Tomas; et al.
Microprocessors and microsystems, Elsevier 2020, Vol. 72
Savas, Süleyman; Ul-Abdin, Zain; Nordström, Tomas
Interaction and Media Technology Report Series, 1/2020
Söderström, Ulrik; Freidovich, Leonid B.; Nordström, Tomas; et al.
Interaction and Media Technology Report Series, 2 / 2020
Söderström, Ulrik; Norberg, Ole; Nordström, Tomas; et al.
2019 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE 2019 : 1764-1767
Nordström, Tomas; Kunert, Kristina