Personal profile
Fields of Science
- 113 Computer and information sciences
Collaborations and top research areas from the last five years
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Agentic TinyML for Intent-Aware Handover in 6G Wireless Networks
Saleh, A., Morabito, R., Tarkoma, S., Lindgren, A., Pirttikangas, S. & Loven, L., 2026, (Accepted/In press) In: IEEE Wireless Communications.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Creation of AI-driven Smart Spaces for Enhanced Indoor Environments – A Survey
Varol, A., Hossein Motlagh, N., Leino, M., Tarkoma, S. & Virkki, J., Mar 2026, In: Internet of things. 36, 47 p.Research output: Contribution to journal › Review Article › peer-review
Open AccessFile -
ICIP: Integrative Computational Internet of Things Platform for Adaptive and Energy-Efficient Smart Buildings
Hossein Motlagh, N., Zaidan, M. A., Mäkitalo, N., Nurmi, P., Tarkoma, S. & Loven, L., Mar 2026, In: IEEE Internet of Things Magazine. 9, 2, 8 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Indoor-Outdoor Detection Using Low-Cost Air Quality Sensors
Xia, Q., Defendi, A., Varjonen, S., Nurmi, P., Tarkoma, S., Zaidan, M. A. & Hossein Motlagh, N., 14 Jan 2026, In: IEEE Sensors Journal. 26, 5, 14 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
A Generative AI-Enhanced Digital Twin Framework for Heterogeneous Networks and Smart Environments
Morabito, R., Pandey, B., Daubaris, P., Wanigarathna, Y. R. & Tarkoma, S., 2025, IEEE INFOCOM 2025 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). p. 1-7 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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BF REINFORCE 09/25 - 08/27
Tarkoma, S. (Project manager), Chattopadhyay, A. (Participant) & Wanigarathna Arachchige, Y. R. W. (Participant)
Innovaatiorahoituskeskus Business Finland
01/09/2025 → 31/08/2027
Project: Business Finland
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375-Tulevaisuusrahasto luonnontieteiden
Tarkoma, S. (Project manager)
01/01/2025 → 31/12/2040
Project: Foundations (Private Foundations, Non-Profit Foundations, Charitable Trusts)
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NordForsk - Tarkoma 2024 - 2028
Tarkoma, S. (Project manager), Abstreiter, M. (Participant), Liu, X. (Participant), Morabito, R. (Participant), Nurmi, P. (Participant), Rao, A. (Participant) & Wu, G. (Participant)
01/01/2024 → 31/12/2028
Project: External funding
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Cloydify-6G
Tarkoma, S. (Project manager), Chattopadhyay, A. (Participant), Chen, X. (Participant), Daubaris, P. (Participant), Jakobson, J. (Participant), Li, Y. (Participant), Sidibé, A. S. (Participant) & Vainio, A. (Participant)
01/05/2023 → 30/04/2026
Project: Business Finland
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Veturi Untangling People flow for Smart
Tarkoma, S. (Project manager), Cao, J. (Participant), Daubaris, P. (Participant), Helin, J. J. V. (Participant), Jantunen, E. T. M. (Participant), Le, H. H. (Participant), Liu, Y. (Participant), Pandey, B. (Participant), Pleesz, R. (Participant), Ranin, I. E. M. (Participant), Wanigarathna Arachchige, Y. R. W. (Participant) & Wu, G. (Participant)
01/04/2023 → 31/03/2026
Project: Business Finland
Prizes
Activities
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AUTOPS: Automation Using Transformer Operators for Platform Stability
Rao, A. (Supervisor) & Tarkoma, S. (Supervisor)
2025Activity: Examination types › Supervision of other thesis (Master's, Licentiate)
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Workshop on Ubiquitous Computing
Hossein Motlagh, N. (Chair of organizing committee) & Tarkoma, S. (Chair of organizing committee)
17 Oct 2025Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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Assessing Openness and Practical Challenges of Machine Learning Pipeline Development in Open RAN
Rao, A. (Supervisor), Morabito, R. (Supervisor) & Tarkoma, S. (Supervisor)
2024Activity: Examination types › Supervision of other thesis (Master's, Licentiate)
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Automatic Detection of Mass Outages in Radio Access Networks
Rao, A. (Co-supervisor), Premsankar, G. (Co-supervisor) & Tarkoma, S. (Supervisor)
2022 → 2023Activity: Examination types › Supervision of other thesis (Master's, Licentiate)
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PhD thesis supervision of Pengfeng Su
Pellikka, P. (Supervisor), Tarkoma, S. (Co-supervisor), Petäjä, T. (Co-supervisor), Laaksonen, A. (Pre-examiner), Schaap, M. (Pre-examiner) & Kooistra, L. (Opponent)
Oct 2022Activity: Examination types › Supervisor or co-supervisor of doctoral thesis
Press/Media
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Welcome to the Ethics of AI webinar on 27 November
20/11/2020
1 item of Media coverage
Press/Media: Press / Media
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Invitation: Ethics of AI webinar on 27 November
20/11/2020
2 items of Media coverage
Press/Media: Press / Media
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-University of Helsinki: Venture with Air competition attracted submissions from four continents - winning team's software optimises air quality and energy consumption in buildings
20/11/2020
1 item of Media coverage
Press/Media: Press / Media