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Publications 2001 2019

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2019

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: 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

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

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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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

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

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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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

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
File

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

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

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

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

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

Too Big to Mail: On the Way to Publish Large-scale Mobile Analytics Data

Peltonen, E., Lagerspetz, E., Nurmi, P. & Tarkoma, S., 2016, Proceedings of 2016 IEEE International Conference on Big Data: Open Science in Big Data Workshop. IEEE, p. 2374-2377 4 p.

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

Open Access

Urban Human Mobility Data Mining: An Overview

Zhao, K., Tarkoma, S., Liu, S. & Vo, H., 2016, Proceedings of 2016 IEEE International Conference on Big Data. Joshi, J., Karypis, G., Liu, L., Hu, Ak, R., Xia, Y., Xu, W., Sato, AH., Rachuri, S., Ungar, L., Yu, PS., Govindaraju, R. & Suzumura, T. (eds.). New York, NY: IEEE, p. 1911-1920 10 p.

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

2015

An open-source software defined platform for collaborative and energy-aware WiFi offloading

Ding, A. Y., Liu, Y., Tarkoma, S., Flinck, H. & Crowcroft, J., 2015, Proceedings of the 21st Annual International Conference on Mobile Computing and Networking: MobiCom'15 The 21th Annual International Conference on Mobile Computing and Networking . New York: ACM, p. 182-184 3 p.

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

Automatic City Region Analysis for Urban Routing

Zhao, K., Chinnasamy, M. P. & Tarkoma, S., 2015, 2015 IEEE 15th International Conference on Data Mining Workshops: Mobility Analytics from Spatial and Social Data. IEEE, p. 1136-1142 (IEEE International Conference on Data Mining workshops).

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

Blending Problem- and Project-Based Learning in Internet of Things Education: Case Greenhouse Maintenance

Mäenpää, H., Tarkoma, S., Varjonen, S. & Vihavainen, A., 7 Mar 2015, SIGCSE '15: Proceedings of the 46th ACM Technical Symposium on Computer Science Education. New York, NY, USA, : ACM, p. 398-403 6 p.

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

Checksum Gestures: Continuous Gestures as an Out-of-Band Channel for Secure Pairing

Ahmed, I., Ye, Y., Bhattacharya, S., Asokan, N., Jacucci, G., Nurmi, P. & Tarkoma, S., Sep 2015, UbiComp '15: The 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Osaka, Japan — September 07 - 11, 2015. New York: ACM New York, p. 391-401 11 p.

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

Demo: Cloud-based Security as a Service for Smart IoT Environments

Hafeez, I., Ding, Y., Suomalainen, L. J., Hätönen, S. J. K., Niemi, P. V. & Tarkoma, S. A. O., 11 Sep 2015, S3'15 Proceedings of the 2015 Workshop on Wireless of the Students, by the Students, for the Students. New York: ACM, p. 20 1 p.

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

Energy Modeling of System Settings: A Crowdsourced Approach

Peltonen, E. E., Lagerspetz, E., Nurmi, P. T. & Tarkoma, S., 23 Mar 2015, Pervasive Computing and Communications (PerCom), 2015 IEEE International Conference . IEEE, p. 37-45 9 p.

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

Personal Device as a Controller for Interactive Surfaces: Usability and Utility of Different Connection Methods

Vepsäläinen, J., Di Rienzo, A., Nelimarkka, M., Ojala, J. A., Savolainen, P., Kuikkaniemi, K., Tarkoma, S. & Jacucci, G., 2015, Proceedings of the 2015 International Conference on Interactive Tabletops & Surfaces. New York: ACM New York, p. 201-204 4 p.

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

Poster: Extremely Parallel Resource Pre-Fetching for Energy Optimized Mobile Web Browsing

Hoque, M. A., Tarkoma, S. A. O. & Attila, T., Sep 2015, Proceedings of the 21st Annual International Conference on Mobile Computing and Networking . New York: ACM, p. 236-238 3 p.

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

Poster: VPN Tunnels for Energy Efficient Multimedia Streaming

Hoque, M. A., Saarikoski, K., Lagerspetz, E., Mineraud, J. V. & Tarkoma, S. A. O., Sep 2015, Proceedings of the 21st Annual International Conference on Mobile Computing and Networking. Paris: ACM, p. 239-241 3 p.

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

Reflections on Middlebox Detection Mechanisms in IPv6 Transition

Ding, A. Y., Korhonen, J., Savolainen, T., Liu, Y., Kojo, M., Tarkoma, S. & Schulzrinne, H., Jan 2015, IAB Workshop on Stack Evolution in a Middlebox Internet (SEMI). Internet Society, 11 p.

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

State Space Analysis to Refactor the Mobile Core

Lindholm, H., Osmani, L., Flinck, H., Tarkoma, S. & Rao, A., 2015, Proceedings of the 5th Workshop on All Things Cellular: Operations, Applications and Challenges. New York, NY: ACM, p. 31-36 6 p.

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., 4 Oct 2015, HotPower '15 Proceedings of the Workshop on Power-Aware Computing and Systems . New York: ACM, p. 26-30 5 p.

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

Vision: Augmenting WiFi offloading with an open-source collaborative platform

Ding, A. Y., Liu, Y., Tarkoma, S., Flinck, H., Schulzrinne, H. G. & Crowcroft, J. A., 2015, Proceedings of the 6th International Workshop on Mobile Cloud Computing and Services. New York: ASSOCIATION FOR COMPUTING MACHINERY, INC, p. 44-48 5 p.

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

You are AIRing too Much: Assessing the Privacy of Users in Crowdsourcing Environmental Data

Mineraud, J. V., Lancerin, F., Balasubramaniam, S. & Tarkoma, S. A. O., 2015, Trustcom/BigDataSE/ISPA, 2015 IEEE . Danvers, MA: IEEE, Vol. 1. p. 523-530 8 p.

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

2014

Gravity and Linear Acceleration Estimation on Mobile Devices

Hemminki, S., Nurmi, P. & Tarkoma, S., 3 Nov 2014, MOBIQUITOUS '14: Proceedings of the 11th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services. Youssef, M. (ed.). Brussels: ICST, p. 50-59 10 p.

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

How Carat Affects User Behavior: Implications for Mobile Battery Awareness Applications

Athukorala, K., Lagerspetz, E., von Kugelgen, M., Jylhä, A., Oliner, A. J., Tarkoma, S. & Jacucci, G., 2014, CHI '14: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. New York: ACM, Vol. 2014. p. 1029-1038 10 p.

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

MDoctor: A Mobile Malware Prognosis Application

Lagerspetz, E., Truong, H. T. T., Tarkoma, S. & Asokan, N., 2014, 2014 IEEE 34th International Conference on Distributed Computing Systems Workshops (ICDCSW). IEEE Computer Society, p. 201-206 6 p. (IEEE International Conference on Distributed Computing Systems Workshops).

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

SoftOffload: A Programmable Approach Toward Collaborative Mobile Traffic Offloading

Ding, A. Y., Crowcroft, J. & Tarkoma, S., 2014, MobiSys '14 Proceedings of the 12th annual international conference on Mobile systems, applications, and services . New York: ACM, p. 368-368 1 p.

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