Tarkoma, Sasu

Carat: collaborative energy diagnosis for mobile devices

Oliner, A. J., Iyer, A. P., Stoica, I., Lagerspetz, E., & Tarkoma, S. (2013) · Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems

Green IT and SustainabilitySoftware System Performance and Reliability

Cited by 148

6G White Paper on Edge Intelligence

Peltonen, E., Bennis, M., Capobianco, M., Debbah, M., Ding, A., Gil-Castiñeira, F., Jurmu, M., Karvonen, T., Kelanti, M., Kliks, A., et al. (2020) · arXiv

IoT and Edge/Fog ComputingSoftware-Defined Networks and 5G

Cited by 118

Data driven analysis of lithium-ion battery internal resistance towards reliable state of health prediction

Hoque, M. A., Nurmi, P., Kumar, A., Varjonen, S., Song, J., Pecht, M. G., & Tarkoma, S. (2021) · Journal of Power Sources

Battery Modeling and ManagementAdvancements in Battery Materials

Cited by 85

Roadmap for edge AI: a Dagstuhl perspective

Ding, A. Y., Peltonen, E., Meuser, T., Aral, A., Becker, C., Dustdar, S., Hiessl, T., Kranzlmüller, D., Liyanage, M., Maghsudi, S., et al. (2022) · ACM SIGCOMM Computer Communication Review

IoT and Edge/Fog ComputingInternet of Things and AI

Cited by 81

Trustworthy AI in the Age of Pervasive Computing and Big Data

Kumar, A., Braud, T., Tarkoma, S., & Hui, P. (2020) · 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 68

The hidden image of mobile apps: geographic, demographic, and cultural factors in mobile usage

Peltonen, E., Lagerspetz, E., Hamberg, J., Mehrotra, A., Musolesi, M., Nurmi, P., & Tarkoma, S. (2018) · Proceedings of the 20th International Conference on Human-Computer Interaction with Mobile Devices and Services

Mobile and Web ApplicationsHuman Mobility and Location-Based Analysis

Cited by 56

How carat affects user behavior: implications for mobile battery awareness applications

Athukorala, K., Lagerspetz, E., von Kügelgen, M., Jylhä, A., Oliner, A. J., Tarkoma, S., & Jacucci, G. (2014) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

Green IT and SustainabilityInnovative Human-Technology Interaction

Cited by 36

Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things

Zeeshan, T., Kumar, A., Pirttikangas, S., & Tarkoma, S. (2025) · arXiv

Advanced Database Systems and QueriesMulti-Agent Systems and Negotiation

Cited by 3