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Publications 2001 2019

2019

Crowd Replication: Sensing-Assisted Quantification of Human Behaviour in Public Spaces

Hemminki, J. J. S., Nurmi, P. T., Tarkoma, S. A. O., Konomi, SI. & KURIBAYASHI, K., 2019, (Accepted/In press) In : ACM transactions on spatial algorithms and systems.

Research output: Contribution to journalArticleScientificpeer-review

Exploiting Usage to Predict Instantaneous App Popularity: Trend Filters and Retention Rates

Sigg, S., Lagerspetz, E., Peltonen, E., Nurmi, P. & Tarkoma, S., Apr 2019, In : ACM Transactions on the Web. 13, 2, 25 p., 13.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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I/O Is Faster Than the CPU: Let's Partition Resources and Eliminate (Most) OS Abstractions

Enberg, P., Rao, A. & Tarkoma, S., 2019, Proceedings of the Workshop on Hot Topics in Operating Systems. New York, NY, USA: Association for Computing Machinery (ACM), p. 81-87 7 p. (HotOS '19).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Indoor Air Quality Monitoring Using Infrastructure-Based Motion Detectors

Hossein Motlagh, N., Zaidan, M., Lagerspetz, E., Varjonen, S., Toivonen, J., Mineraud, J., Rebeiro-Hargrave, A., Siekkinen, M., Hussein, T., Nurmi, P. & Tarkoma, S., 2019, (Accepted/In press) 2019 IEEE 17th International Conference on Industrial Informatics (INDIN). IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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MegaSense: Feasibility of Low-Cost Sensors for Pollution Hot-spot Detection

Lagerspetz, E., Hossein Motlagh, N., Zaidan, M., Fung, P. L., Mineraud, J., Varjonen, S., Siekkinen, M., Nurmi, P., Matsumi, Y., Tarkoma, S. & Hussein, T., Jul 2019, 2019 IEEE 17th International Conference on Industrial Informatics (INDIN). IEEE, 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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Tortoise or Hare? Quantifying the Effects of Performance on Mobile App Retention

Zuniga Corrales, W. A., Flores Macario, H. R., Lagerspetz, E., Tarkoma, S. A. O., Manner, J., Hui, P. & Nurmi, P. T., May 2019, (Accepted/In press) Proceedings of the 2019 World Wide Web Conference (WWW '19). International World Wide Web Conferences Steering Committee, 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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2018

Demo: MegaSense: Megacity-scale Accurate Air Quality Sensing with the Edge

Lagerspetz, E., Varjonen, S. K. L., Concas, F., Mineraud, J. V. & Tarkoma, S. A. O., 2018, MobiCom '18 Proceedings of the 24th Annual International Conference on Mobile Computing and Networking. New York, NY: ACM, p. 843-845 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Demo: Managing Sensing Resources at the Edge using Cloud OSes

Osmani, L., Rao, A., Varjonen, S., Lagerspetz, E., Flinck, H. & Tarkoma, S., 2018, 2018 IEEE/ACM Symposium on Edge Computing {SEC 2018): Seattle, Washington, USA, 25-27 October 2018. IEEE, p. 326-327 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Evidence-Aware Mobile Computational Offloading

Flores, H., Hui, P., Nurmi, P., Lagerspetz, E., Tarkoma, S., Manner, J., Kostakos, V., Li, Y. & Su, X., 1 Aug 2018, In : IEEE Transactions on Mobile Computing. 17, 8, p. 1834-1850 17 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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GeoMatch: Efficient Large-Scale Map Matching on Apache Spark

Zeidan, A., Lagerspetz, E., Zhao, K., Nurmi, P., Tarkoma, S. & Vo, H., 2018, Proceedings of the 2018 IEEE International Conference on Big Data. Abe, N., Liu, H., Pu, C., Hu, X., Ahmed, N., Qiao, M., Song, Y., Kossmann, D., Liu, B., Lee, K., Tang, J., He, J. & Saltz, J. (eds.). New York: IEEE, p. 384-391 8 p. (IEEE International Conference on Big Data).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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Network-In-a-Box: A Survey about On-Demand Flexible Networks

Pozza, M., Rao, A., Flinck, H. & Tarkoma, S., 15 Feb 2018, In : Communications Surveys & Tutorials. 20, 3, p. 2407-2428 22 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Pervasive Communities in the Internet of People

Lagerspetz, E., Flores, H., Mäkitalo, N., Hui, P., Nurmi, P., Tarkoma, S., Passarella, A., Ott, J., Reichl, P., Conti, M., Fiedler, M., Singh, J., Strufe, T., Hossfeld, T., Lindgren, A. & Quercia, D., 2018, 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018. IEEE, p. 40-45 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Poster: MobilecloudSim: A context-aware simulation toolkit for mobile computational offloading

Flores, H., Nurmi, P., Tarkoma, S. & Hui, P., 2018, Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers. New York: ACM, p. 38-41 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Real-time IoT Device Activity Detection in Edge Networks

Hafeez, I., Ding, Y., Antikainen, M. & Tarkoma, S., 28 Aug 2018, Network and System Security: 12th International Conference, NSS 2018, Hong Kong, China, August 27-29, 2018, Proceedings . Au, M. H., Yiu, S. M., Li, J., Luo, X., Wang, C., Castiglione, A. & Kluczniak, K. (eds.). Cham: Springer Nature, p. 221-236 16 p. (Lecture Notes in Computer Science; vol. 11058).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Secure Cloud Connectivity for Scientific Applications

Osmani, L., Toor, S., Komu, M., Kortelainen, M. J., Linden, T., White, J., Khan, R., Eerola, P. & Tarkoma, S., Jul 2018, In : IEEE Transactions on Services Computing. 11, 4, p. 658-670 13 p.

Research output: Contribution to journalArticleScientificpeer-review

SensorClone: A Framework for Harnessing Smart Devices with Virtual Sensors

Flores, H., Hui, P., Tarkoma, S., Li, Y., Anagnostopoulos, T., Kostakos, V., Luo, C. & Su, X., 12 Jun 2018, MMSys '18: Proceedings of the 9th ACM Multimedia Systems Conference. New York: ACM, p. 328-338

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

SWIFT: Bringing SDN Based Flow Management to Commodity Wi-Fi Access Points

Hatonen, S., Savolainen, P. T. E., Rao, A. S., Flinck, H. & Tarkoma, S. A. O., 2018, IFIP Networking 2018: May 14-16, Zürich, Switzerland : Proceedings. International Federation for Information Processing, p. 172-180 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access

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

Peltonen, E. E., Lagerspetz, E., Hamberg, J. C., Mehrotra, A., Musolesi, M., Nurmi, P. T. & Tarkoma, S. A. O., 2018, MobileHCI '18 Proceedings of the 20th International Conference on Human-Computer Interaction with Mobile Devices and Services . New York, NY: ACM, 12 p. 10

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2017

A refactoring approach for optimizing mobile networks

Pozza, M., Rao, A., Bujari, A., Flinck, H., Palazzi, C. E. & Tarkoma, S., Nov 2017, 2017 IEEE International Conference on Communications (ICC 2017) . IEEE, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Assessing IoT projects in university education: A framework for problem-based learning

Mäenpää, H., Varjonen, S., Hellas, A., Tarkoma, S. & Männistö, T., 20 May 2017, 2017 IEEE/ACM 39th International Conference on Software Engineering: Software Engineering and Education Training Track. Piscataway, NJ: IEEE, p. 37-46 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access

A Testbed for LTE-Wi-Fi Indoor and Outdoor Positioning for End-User Localisation

Horsmanheimo, S., Laukkanen, M., Tuomimaki, L., Hafeez, I., Guasch, V. F., Costa-Requena, J., Povelainen, H. & Tarkoma, S., 22 Sep 2017.

Research output: Conference materialsPosterResearchpeer-review

Differentially private Bayesian learning on distributed data

Heikkila, M., Lagerspetz, E., Kaski, S., Shimizu, K., Tarkoma, S. & Honkela, A., 2017, Advances in Neural Information Processing Systems 30 (NIPS 2017). Guyon, I., Luxburg, U. V., Bengio, S., Wallach, H., Fergus, R., Vishwanathan, S. & Garnett, R. (eds.). NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), Vol. 30. 10 p. (Advances in Neural Information Processing Systems; vol. 30).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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Full Charge Capacity and Charging Diagnosis of Smartphone Batteries

Hoque, M. A., Siekkinen, M., Koo, J. & Tarkoma, S., 1 Nov 2017, In : IEEE Transactions on Mobile Computing. 16, 11, p. 3042-3055 14 p.

Research output: Contribution to journalArticleScientificpeer-review

Guest Editorial Privacy Issues in Internet of Things

Mortier, R., Crowcroft, J., Perera, C., Tarkoma, S. & Christen, P., Aug 2017, In : IEEE internet of things journal. 4, 4, p. 840-842 3 p.

Research output: Contribution to journalArticleScientific

IoT SENTINEL: Automated Device-Type Identification for Security Enforcement in IoT

Miettinen, M., Marchal, S., Hafeez, I., Sadeghi, A-R., Asokan, N. & Tarkoma, S. A. O., 5 Jun 2017, 2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS): (ICDCS 2017). Lee, K. & Liu, L. (eds.). IEEE, p. 2177-2184 8 p. (International Conference on Distributed Computing Systems ).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

IoT Sentinel Demo: Automated Device-Type Identification for Security Enforcement in IoT

Miettinen, M. M., Marchal, S., Hafeez, I., Frassetto, T., Asokan, N., Tarkoma, S. A. O. & Sadeghi, A-R., 5 Jun 2017, 2017 IEEE 37th International Conference on Distributed Computing Systems : (ICDSC 2017). Lee, K. & Liu, L. (eds.). IEEE, p. 2511-2514 4 p. (International Conference on Distributed Computing Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

IOTURVA: Securing Device–to–Device (D2D) Communication in IoT Networks

Hafeez, I., Ding, A. Y. & Tarkoma, S., 20 Oct 2017, CHANTS '17: Proceedings of the 12th Workshop on Challenged Networks. New York: ACM, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Large-scale Offloading in the Internet of Things

Flores, H., Su, X., Kostakos, V., Ding, A. Y., Nurmi, P., Tarkoma, S., Hui, P. & Li, Y., 2017, 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops. New York: IEEE, 6 p. (International Conference on Pervasive Computing and Communications).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Low-cost support for search and rescue operations using off-the-shelf sensor technologies

Nurmi, P. & Tarkoma, S., 20 Jul 2017, In : Electronics Letters. 53, 15, p. 1011-1013 3 p.

Research output: Contribution to journalArticleScientificpeer-review

Modeling Mobile Code Acceleration in the Cloud

Flores, H., Su, X., Kostakos, V., Riekki, J., Lagerspetz, E., Tarkoma, S., Hui, P., Li, Y. & Manner, J., 2017, 2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS 2017). IEEE, p. 480-491 (IEEE International Conference on Distributed Computing Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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Natural language processing system for business intelligence

Du, M., 29 Nov 2017, Helsinki: University of Helsinki. 78 p.

Research output: ThesisDoctoral ThesisCollection of Articles

Open Access

NoSQL stores for coreless mobile networks

Ojala, F., Rao, A., Flinck, H. & Tarkoma, S., 30 Oct 2017, 2017 IEEE Conference on Standards for Communications and Networking (CSCN). New York: IEEE, p. 200-206 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Poster – IoTURVA: Securing Device-to-Device Communications for IoT

Hafeez, I., Ding, Y., Antikainen, M. V. J. & Tarkoma, S. A. O., 18 Oct 2017.

Research output: Conference materialsPosterResearchpeer-review

Securing Edge Networks with Securebox

Hafeez, I., Ding, A. Y. & Tarkoma, S., 20 Dec 2017, In : arXiv.org .

Research output: Contribution to journalArticleScientific

Security and Privacy in Device-to-Device (D2D) Communication: A Review

Haus, M., Waqas, M., Ding, A. Y., Li, Y., Tarkoma, S. & Ott, J., Jan 2017, In : Communications Surveys & Tutorials. 19, 2, p. 1054-1079 26 p.

Research output: Contribution to journalReview ArticleScientificpeer-review

Social-aware Hybrid Mobile Offloading

Flores, H., Sharma, R., Ferreira, D., Kostakos, V., Manner, J., Tarkoma, S., Hui, P. & Li, Y., Apr 2017, In : Pervasive and Mobile Computing. 36, p. 25-43

Research output: Contribution to journalArticleScientificpeer-review

Spying on Android Users Through Targeted Ads

Terkki, E., Rao, A. & Tarkoma, S., 2017, 2017 9th International Conference on Communication Systems and Networks (COMSNETS): COMSNETS 2017. IEEE, p. 87-94 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

The 5D Approach to Control and Manage Smart Spaces

Hätönen, S., Mineraud, J., Rao, A., Flinck, H. & Tarkoma, S., 2017, 5G - European Roadmap, Global Impact: EUCNC: European Conference on Networks and Communications, Oulu, Finland, 2017 June 12-15. IEEE, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2016

A gap analysis of Internet-of-Things platforms

Mineraud, J., Mazhelis, O., Su, X. & Tarkoma, S., 1 Sep 2016, In : Computer Communications. 89-90, p. 5-16 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Characterizing smartphone power management in the wild

Hoque, M. A. & Tarkoma, S., 12 Sep 2016, UbiComp '16: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct. New York, NY: ACM, p. 1279-1286 8 p. 2968295

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Collaborative and Energy-Efficient Speech Monitoring on Smart Devices

Leppänen, J., Pelkonen, M., Guo, H., Hemminki, S., Nurmi, P. & Tarkoma, S., 24 Dec 2016, In : Computer : a publication of the IEEE Computer Society. 49, 12, p. 22-30 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Constella: Crowdsourced system setting recommendations for mobile devices

Peltonen, E., Lagerspetz, E., Nurmi, P. & Tarkoma, S., Feb 2016, In : Pervasive and Mobile Computing. 26, p. 71-90 20 p.

Research output: Contribution to journalArticleScientificpeer-review

Demo Abstract: Spaceify, an Edge Computing Platform for Web of Things

Savolainen, P., Vepsäläinen, J., Ojala, J., Vilkki, M., Tarkoma, S. & Jacucci, G., 2016, Unknown host publication. ACM, p. 123-124 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

Demo Abstract: Securebox — A Platform to Safeguard Network Edge

Hafeez, I., Ding, Y., Suomalainen, L. J. & Tarkoma, S. A. O., 8 Dec 2016, p. 117-118. 2 p.

Research output: Conference materialsAbstractResearchpeer-review

Multipath Transmission for the Internet: A Survey

Li, M., Lukyanenko, A., Ou, Z., Ylä-Jääski, A., Tarkoma, S., Coudron, M. & Secci, S., 2016, In : Communications Surveys & Tutorials. 18, 4, p. 2887-2925 39 p.

Research output: Contribution to journalArticleScientificpeer-review

Off-the-Shelf Software-defined Wi-Fi Networks

Hätönen, S., Savolainen, P., Rao, A., Flinck, H. & Tarkoma, S., 2016, Proceedings of the 2016 Conference on ACM SIGCOMM 2016 Conference. New York: ACM, p. 609-610 2 p. (SIGCOMM '16).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

Quantitative Evaluation of Public Spaces using Crowd Replication

Hemminki, S., Kuribayashi, K., Konomi, S., Nurmi, P. & Tarkoma, S., 2016, Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31 - November 3, 2016. New York: ACM, 4 p. 63

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Securebox: Toward Safer and Smarter loT Network

Hafeez, I., Ding, A. Y., Suomalainen, L., Kirichenko, A. & Tarkoma, S., 12 Dec 2016, CAN '16: Proceedings of the 2016 ACM Workshop on Cloud-Assisted Networking. New York, NY: ACM , p. 55-60 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

SenSe - Sensing Data Analytics at Scale Beyond the Edge Network

Hoque, M. A. & Tarkoma, S., 27 Oct 2016, First IEEE/ACM Symposium on Edge Computing. IEEE, p. 77-78 2 p. 16523153

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

Sudden Drop in the Battery Level? Understanding Smartphone State of Charge Anomaly

Hoque, M. A. & Tarkoma, S. A. O., Jan 2016, In : Operating systems review. 49, 2, p. 70-74 5 p., 2883606.

Research output: Contribution to journalArticleScientificpeer-review