Sasu Tarkoma

Publications

Research output per year 2001 2010 2013 2014 2015 2016 2017 2019 2020 2021 2022

• 144 Conference contribution
• 94 Article
• 14 Chapter
• 5 Book
• 20 More
  • 4 Commissioned report
  • 4 Review Article
  • 3 Poster
  • 3 Conference article
  • 2 Working paper
  • 1 Abstract
  • 1 Comment/debate
  • 1 Other contribution
  • 1 Doctoral Thesis

Research output per year

Research output per year

Search results

• 2022

  Air Pollution Exposure Monitoring using Portable Low-cost Air Quality Sensors

  Kortoçi, P., Hossein Motlagh, N., Zaidan, M. A., Fung, P. L., Varjonen, S., Rebeiro-Hargrave, A., Niemi, J. V., Nurmi, P., Hussein, T., Petäjä, T., Kulmala, M. & Tarkoma, S., Mar 2022, In: Smart health. 23

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Deep Learning and the Oceans

  Radeta, M., Zuniga Corrales, A., Hossein Motlagh, N., Liyanage, M., Freitas, R., Youssef, M., Tarkoma, S., Flores, H. & Nurmi, P., 2022, (Accepted/In press) In: Computer : a publication of the IEEE Computer Society.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Input-adaptive linear mixed-effects model for estimating alveolar Lung Deposited Surface Area (LDSA) using multipollutant datasets

  Fung, P. L., Zaidan, M. A., Niemi, J. V., Saukko, E., Timonen, H., Kousa, A., Kuula, J., Rönkkö, T., Karppinen, A., Tarkoma, S., Kulmala, M., Petäjä, T. & Hussein, T., 6 Jan 2022, (Accepted/In press) In: Atmospheric Chemistry and Physics.

  Research output: Contribution to journal › Article › Scientific › peer-review
• 2021

  Added Value of Vaisala AQT530 Sensors as a Part of a Sensor Network for Comprehensive Air Quality Monitoring

  Petäjä, T., Ovaska, A., Fung, P. L., Poutanen, P., Yli-Ojanperä, J., Suikkola, J., Laakso, M., Mäkelä, T., Niemi, J. V., Keskinen, J., Järvinen, A., Kuula, J., Kurppa, M., Hussein, T., Tarkoma, S., Kulmala, M., Karppinen, A., Manninen, H. E. & Timonen, H., 16 Jul 2021, In: Frontiers in Environmental Science. 9, 18 p., 719567.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Aggregate Cyber-Risk Management in the IoT Age Cautionary Statistics for (Re)Insurers and Likes

  Pal, R., Huang, Z., Yin, X., Lototsky, S., De, S., Tarkoma, S., Liu, M., Crowcroft, J. & Sastry, N., 1 May 2021, In: IEEE internet of things journal. 8, 9, p. 7360-7371 12 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• A Survey of COVID-19 in Public Transportation: Transmission Risk, Mitigation and Prevention

  Liu, X., Kortoçi, P., Hossein Motlagh, N., Nurmi, P. & Tarkoma, S., 2021, (Submitted) In: Social Science Research Network. 47 p.

  Research output: Contribution to journal › Review Article

  File

• BONIK: A Blockchain Empowered Chatbot for Financial Transactions

  Bhuiyan, M. S. I., Razzak, A., Ferdous, M. S., Chowdhury, M. J. M., Hoque, M. A. & Tarkoma, S., Feb 2021, 2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom). Wang, GJ., Ko, R., Bhuiyan, MZA. & Pan, Y. (eds.). IEEE, p. 1080-1089 10 p. (IEEE International Conference on Trust Security and Privacy in Computing and Communications).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

• City Wide Participatory Sensing of Air Quality

  Rebeiro-Hargrave, A., Fung, P. L., Varjonen, S., Huertas Suarez, A. F., Sillanpää, S., Luoma, K., Hussein, T., Petäjä, T., Timonen, H., Limo, J., Nousiainen, V. & Tarkoma, S., 2 Dec 2021, In: Frontiers in Environmental Science.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Collaboration Stability: Quantifying the Success and Failure of Opportunistic Collaboration

  Flores, H., Zuniga Corrales, A., Tonetto, L., Braud, T., Hui, P., Li, Y., Tarkoma, S., Ammar, M. & Nurmi, P., 2021, In: Computer : a publication of the IEEE Computer Society.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Context-driven Encrypted Multimedia Traffic Classification on Mobile Devices

  Hoque, M. A., Finley, B. J., Rao, A., Kumar, A., Hui, P., Ammar, M. & Tarkoma, S., Dec 2021, (Accepted/In press) 2022 IEEE International Conference on Pervasive Computing and Communications (PerCom). IEEE, 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

• 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., 11 Sep 2021, (Accepted/In press) In: Journal of Power Sources.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Data imputation in in situ-measured particle size distributions by means of neural networks

  Fung, P. L., Zaidan, M. A., Surakhi, O., Tarkoma, S., Petäjä, T. & Hussein, T., 13 Aug 2021, In: Atmospheric Measurement Techniques. 14, 8, p. 5535–5554 20 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Demographics of mobile app usage: long-term analysis of mobile app usage

  Tu, Z., Cao, H., Lagerspetz, E., Fan, Y., Flores, H., Tarkoma, S., Nurmi, P. & Li, Y., 2021, In: CCF Transactions on Pervasive Computing and Interaction . 3, p. 235–252 18 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Edge Intelligence: Empowering Intelligence to the Edge of Network

  Xu, D., Li, T., Li, Y., Su, X., Tarkoma, S., Jiang, T., Crowcroft, J. & Hui, P., Nov 2021, In: Proceedings of the IEEE. 109, 11, p. 1778-1837 60 p.

  Research output: Contribution to journal › Article › peer-review

• Evaluation of white-box versus black-box machine learning models in estimating ambient black carbon concentration

  Fung, P. L., Zaidan, M. A., Timonen, H., Niemi, J. V., Kousa, A., Kuula, J., Luoma, K., Tarkoma, S., Petäjä, T., Kulmala, M. & Hussein, T., Feb 2021, In: Journal of Aerosol Science. 152, 21 p., 105694.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• FlexState: Flexible State Management of Network Functions

  Pozza, M., Rao, A., Lugones, D. F. & Tarkoma, S., Mar 2021, In: IEEE Access. 9, p. 46837 - 46850 14 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Intelligent and Scalable Air Quality Monitoring with 5G Edge

  Su, X., Liu, X., Hossein Motlagh, N., Cao, J., Su, P., Pellikka, P., Liu, Y., Petäjä, T., Kulmala, M., Hui, P. & Tarkoma, S., 2021, In: IEEE Internet Computing. 25, 2, p. 35-43 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Low-Cost Outdoor Air Quality Monitoring and Sensor Calibration: A Survey and Critical Analysis

  Concas, F., Mineraud, J., Lagerspetz, E., Varjonen, S., Liu, X., Puolamäki, K., Nurmi, P. & Tarkoma, S., 28 May 2021, In: ACM transactions on sensor networks. 17, 2, p. 1-44 44 p., 20.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• mMTC Deployment over Sliceable Infrastructure: The Megasense Scenario

  Hossein Motlagh, N., Afolabi, I., Pozza, M., Bagaa, M., Taleb, T., Tarkoma, S. & Flinck, H., 18 Oct 2021, (E-pub ahead of print) In: IEEE Network. 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Monitoring Social Distancing in Smart Spaces using Infrastructure-Based Sensors

  Hossein Motlagh, N., Toivonen, P., Zaidan, M. A., Lagerspetz, E., Peltonen, E., Gilman, E., Nurmi, P. & Tarkoma, S., 9 Nov 2021, IEEE 7th World Forum on Internet of Things (WF-IoT 2021). IEEE, p. 124-129 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

• Network and Application Performance Measurement Challenges on Android Devices

  Hoque, M. A., Rao, A. & Tarkoma, S., 7 Mar 2021, In: ACM SIGMETRICS Performance Evaluation Review. 48, 3, p. 6-11 6 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Orchestrating Intelligent Network Operations in Programmable Networks

  Hätönen, S., Hafeez, I., Mineraud, J., Rao, A. & Tarkoma, S., 29 Oct 2021, (Submitted) IEEE Conference on Standards for Communications and Networking. 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Privacy-preserving data sharing via probabilistic modeling

  Jalko, J., Lagerspetz, E., Haukka, J., Tarkoma, S., Honkela, A. & Kaski, S., 9 Jul 2021, In: Patterns. 2, 7, 10 p., 100271.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Programmable Session Layer MULTI-Connectivity

  Hatonen, S., Rao, A. & Tarkoma, S., 16 Nov 2021, (Accepted/In press) In: IEEE Access. 18 p.

  Research output: Contribution to journal › Article › peer-review

• Quality of Monitoring for Cellular Networks

  Hossein Motlagh, N., Kapoor, S., Alhalaseh, R., Tarkoma, S. & Hätönen, K., Sep 2021, (E-pub ahead of print) In: IEEE Transactions on Network and Service Management. 10 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Real, Forged or Deep Fake? Enabling the Ground Truth on the Internet

  Hoque, M. A., Ferdous, M. S., Khan, M. & Tarkoma, S., Nov 2021, In: IEEE Access. 9, p. 160471 - 160484 14 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Revealing Urban Dynamic Functions with Mobile App Usage Behavior and POIs

  Li, T., Yang, Z., Li, Y., Finley, B. J., Tarkoma, S. & Hui, P., 2021, (Submitted) In: IEEE Transactions on Knowledge and Data Engineering.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Sketching an AI Marketplace: Tech, Economic, and Regulatory Aspects

  Kumar, A., Finley, B. J., Braud, T., Tarkoma, S. & Hui, P., 11 Jan 2021, In: IEEE Access. 9, p. 13761-13774 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• The Impact of Covid-19 on Smartphone Usage

  Li, T., Zhang, M., Li, Y., Lagerspetz, E., Tarkoma, S. & Hui, P., 1 Dec 2021, In: IEEE internet of things journal. 8, 23, p. 16723-16733 11 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• The Mobility Laws of Location-Based Games

  Tonetto, L., Lagerspetz, E., Ding, A. Y., Ott, J., Tarkoma, S. & Nurmi, P., 15 Feb 2021, In: EPJ Data Science. 10, 1, 19 p., 10.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Toward Large-Scale Autonomous Marine Pollution Monitoring

  Flores, H., Hossein Motlagh, N., Zuniga Corrales, A., Liyanage, M., Passananti, M., Tarkoma, S., Youssef, M. & Nurmi, P., Mar 2021, In: IEEE Internet of Things Magazine. 4, 1, p. 40-45 6 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Transit Pollution Exposure Monitoring using Low-Cost Wearable Sensors

  Hossein Motlagh, N., Zaidan, M. A., Fung, P. L., Lagerspetz, E., Aula, J. K., Varjonen, S., Siekkinen, M., Rebeiro-Hargrave, A., Petäjä, T., Matsumi, Y., Kulmala, M., Hussein, T., Nurmi, P. & Tarkoma, S., Sep 2021, In: Transportation Research. Part D: Transport & Environment. 98, 17 p., 102981.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Trip Purposes Mining From Mobile Signaling Data

  Li, Z., Xiong, G., Wei, Z., Zhang, Y., Zheng, M., Liu, X., Tarkoma, S., Huang, M., Lv, Y. & Wu, C., 25 Oct 2021, (E-pub ahead of print) In: IEEE Transactions on Intelligent Transportation Systems. 13 p.

  Research output: Contribution to journal › Article › peer-review
• 2020

  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., Leppänen, T., Lovén, L., Mikkonen, T., Samarakoon, S., Rao, A., Seppänen, K., Sroka, P., Tarkoma, S. & Yang, T., 30 Jun 2020, Oulu: University of Oulu. 34 p. (6G Research Visions; no. 8)

  Research output: Book/Report › Commissioned report › Professional

  Open Access

  File

• An SDN Perspective on Multi-connectivity and Seamless Flow Migration

  Hätönen, S., Huque, T. I. U., Rao, A., Jourjon, G., Gramoli, V. & Tarkoma, S., 2020, In: IEEE Networking Letters. 2, 1, p. 19-22 4 p.

  Research output: Contribution to journal › Article › peer-review

• Band Ranking via Extended Coefficient of Variation for Hyperspectral Band Selection

  Su, P., Tarkoma, S. & Pellikka, P. K. E., Oct 2020, In: Remote Sensing. 12, 20, 12 p., 3319.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Battery Health Estimation for IoT Devices using V-Edge Dynamics

  Kumar, A., Hoque, M. A., Nurmi, P., Pecht, M. G., Tarkoma, S. & Song, J., 4 Mar 2020, Proceedings of the 21st International Workshop on Mobile Computing Systems and Applications: HotMobile'2020. New York: ACM , p. 56-61 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

• COSINE: Collaborator Selector for Cooperative Multi-Device Sensing and Computing

  Flores, H., Zuniga, A., Faghihi Berenjegani, F., Li, X., Hemminki, S., Tarkoma, S., Hui, P. & Nurmi, P., 2020, 2020 IEEE International Conference on Pervasive Computing and Communications (PerCom). IEEE, 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

• Data Analysis of Low-cost Air Quality Sensors in Helsinki

  Zaidan, M., Hossein Motlagh, N., Fung, P. L., Timonen, H., Tarkoma, S., Hussein, T., Petäjä, T. & Kulmala, M., Jun 2020, 1 p. Denmark : Nordic Society for Aerosol Research (NOSA).

  Research output: Other contribution

  Open Access

  File

• Enhancing the Internet of Things with Knowledge-Driven Software-Defined Networking Technology: Future Perspectives

  Li, Y., Su, X., Ding, A. Y., Lindgren, A., Liu, X., Prehofer, C., Riekki, J., Rahmani, R., Tarkoma, S. & Hui, P., 19 Jun 2020, In: Sensors. 20, 12, 20 p., 3459.

  Research output: Contribution to journal › Review Article › peer-review

  Open Access

  File

• Fighting pandemics with digital epidemiology

  Tarkoma, S., Alghnam, S. & Howell, M. D., Sep 2020, In: EClinicalMedicine. 26, 2 p., 100512.

  Research output: Contribution to journal › Comment/debate › Scientific

  Open Access

  File

• GeoMatch: Efficient Large-Scale Map Matching on Apache Spark

  Zeidan, A., Lagerspetz, E., Zhao, K., Nurmi, P., Tarkoma, S. & Vo, H., Sep 2020, In: ACM/IMS transactions on data science. 1, 3, 30 p., 21.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Human Data Model: Improving Programmability of Health and Well-Being Data for Enhanced Perception and Interaction

  Mäkitalo, N., Flores-Martin, D., Flores, H., Lagerspetz, E., Christophe, F., Ihantola, P., Babazadeh, M., Hui, P., Murillo, J. M., Tarkoma, S. & Mikkonen, T., Sep 2020, In: ACM Transactions on Computing for Healthcare. 1, 4, 39 p.

  Research output: Contribution to journal › Article › peer-review

  File

• In Situ Network and Application Performance Measurement on Android Devices and the Imperfections

  Hoque, M. A., Rao, A. & Tarkoma, S., 11 Mar 2020, (Submitted) In: arXiv.org . 7 p.

  Research output: Contribution to journal › Article

  File

• Intelligent Calibration and Virtual Sensing for Integrated Low-Cost Air Quality Sensors

  Zaidan, M. A., Hossein Motlagh, N., Fung, P. L., Lu, D., Timonen, H., Kuula, J., Niemi, J. V., Tarkoma, S., Petäjä, T., Kulmala, M. & Hussein, T., 15 Nov 2020, In: IEEE Sensors Journal. 20, 22, p. 13638-13652 15 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• IoT-KEEPER: Detecting Malicious IoT Network Activity using Online Traffic Analysis at the Edge

  Hafeez, I., Antikainen, M., Ding, A. Y. & Tarkoma, S., Mar 2020, In: IEEE Transactions on Network and Service Management. 17, 1, p. 45-59 15 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• IoT vs. Human: A Comparison of Mobility

  Xu, D., Wang, H., Li, Y., Tarkoma, S., Jin, D. & Hui, P., 27 Aug 2020, (E-pub ahead of print) In: IEEE Transactions on Mobile Computing.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Low-cost Air Quality Sensing Process: Validation by Indoor-Outdoor Measurements

  Hossein Motlagh, N., Arbayani Zaidan, M., Fung, P. L., Li, X., Matsumi, Y., Petäjä, T., Kulmala, M., Tarkoma, S. & Hussein, T., 9 Nov 2020, 15th IEEE Conference on Industrial Electronics and Applications (ICIEA2020). IEEE, p. 223-228 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

• MegaSense: Cyber-Physical System for Real-time Urban Air Quality Monitoring

  Rebeiro-Hargrave, A., Hossein Motlagh, N., Varjonen, S., Lagerspetz, E., Nurmi, P. & Tarkoma, S., 9 Nov 2020, 15th IEEE Conference on Industrial Electronics and Applications (ICIEA2020). IEEE, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

• Multiple Set Matching with Bloom Matrix and Bloom Vector

  Concas, F., Xu, P., Hoque, M. A., Lu, J. & Tarkoma, S., Mar 2020, In: ACM Transactions on Knowledge Discovery from Data. 14, 2, 21 p., 21.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File