Research output per year
Research output per year
Personal profile
Fields of Science
- 113 Computer and information sciences
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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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A Pedagogical Approach For Evaluating AIOps
Chen, X., Wanigarathna Arachchige, Y. R. W., Chattopadhyay, A., Tarkoma, S. & Rao, A., 2025, (Accepted/In press) AIMLSystems 2025: The 5th International Conference on AI-ML Systems.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Consolidating TinyML Lifecycle with Large Language Models: Reality, Illusion, or Opportunity?
Wu, G., Tarkoma, S. & Morabito, R., Sept 2025, In: IEEE Internet of Things Magazine. 8, 5Research output: Contribution to journal › Article › Scientific › peer-review
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Drones in the Sky: Air Quality Monitoring at Heights
Hossein Motlagh, N., Zaidan, M. A., Irjala, M., Rebeiro-Hargrave, A., Nurmi, P. & Tarkoma, S., 25 Sept 2025, MobiSys '25: Proceedings of the 23rd Annual International Conference on Mobile Systems, Applications and Services. ACM, p. 717–722Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Dynamic Hierarchical Reinforcement Learning Framework for Energy-Efficient 5G Base Stations in Urban Environments
Xu, D., Su, X., Premsankar, G., Wang, H., Tarkoma, S. & Hui, P., Apr 2025, In: IEEE Transactions on Mobile Computing. 24, 9, p. 8582-8599 18 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
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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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FUTUMINE/BF 03/24-02/26
Tarkoma, S. (Project manager), Holmström, A. (Participant), Hyvönen, J. T. J. (Participant), Mustonen, J. A. (Participant), Nikolaev, D. (Participant), Nolvi, A. (Participant), Pudas, T. M. (Participant), Sillanpää, T. (Participant), Stenroos, V.-P. (Participant), Valoppi, F. (Participant) & Österberg, H. O. (Participant)
01/03/2024 → 28/02/2026
Project: Business Finland
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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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-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
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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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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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