Carat: Collaborative Energy Diagnosis

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Carat Carat Research Articles (newest first)

  1. Stephan Sigg, Eemil Lagerspetz, Ella Peltonen, Petteri Nurmi, and Sasu Tarkoma. Sovereignty of the Apps: There's more to Relevance than Downloads. CoRR, December 2016. Online in arXiv:1611.10161 [cs.CY].

  2. Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, and Sasu Tarkoma. Too Big to Mail: On the Way to Publish Large-scale Mobile Analytics Data. Open Science in Big Data Workshop, Washington D.C., USA, December 2016. [pdf] [slides]

  3. Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, and Sasu Tarkoma. Constella: Recommending System Settings the Crowdsourced Way. Pervasive and Mobile Computing, Volume 26, February 2016, pages 71 - 90. Online in ScienceDirect.

  4. Ella Peltonen, Eemil Lagerspetz, Petteri Nurmi, and Sasu Tarkoma. Energy Modeling of System Settings: A Crowdsourced Approach. In Proceedings of the IEEE International Conference on Pervasive Computing and Communications, PerCom '15, St. Louis, MO, USA, March 23-27, 2015. Marc Weiser Best Paper Award. (c) the IEEE, published in IEEE Xplore. [pdf] [slides]

    Carat context factor data set has published in PerCom'15: Download link. In case of any questions, feel free to take contact to the team members, carat@cs.helsinki.fi.

  5. Hien Thi Thu Truong, Eemil Lagerspetz, Petteri Nurmi, Adam J. Oliner, Sasu Tarkoma, N. Asokan, and Sourav Bhattacharya. The Company You Keep: Mobile Malware Infection Rates and Inexpensive Risk Indicators. In Proceedings of the 23nd International World Wide Web Conference, WWW '14, Seoul, Korea, April 7-11, 2014. [pdf]

  6. Kumaripaba Athukorala, Eemil Lagerspetz, Maria von Kügelgen, Antti Jylhä, Adam J. Oliner, Sasu Tarkoma, Giulio Jacucci. How Carat Affects User Behavior: Implications for Mobile Battery Awareness Applications. In Proceedings of (CHI ’14), Toronto, Canada, 2014. [pdf]

  7. A. J. Oliner, A. P. Iyer, I. Stoica, E. Lagerspetz, and S. Tarkoma. Carat: Collaborative Energy Diagnosis for Mobile Devices. Conference on Embedded Networked Sensor Systems (SenSys), Rome, Italy, 2013. [pdf]

  8. A. J. Oliner, A. P. Iyer, E. Lagerspetz, S. Tarkoma, and I. Stoica. Collaborative Energy Debugging for Mobile Devices. Workshop on Hot Topics in System Dependability (HotDep), Hollywood, CA, 2012. [pdf]

Theses from the Carat project

  1. Eemil Lagerspetz. Collaborative Mobile Energy Awareness. PhD thesis. University of Helsinki, 2014. [link]

  2. Maria von Kügelgen. How an Energy Awareness Application Affects User Behavior: A Case Study. Master's thesis. University of Helsinki, 2014. [link]

  3. Ella Peltonen. An Approach to Machine Learning with Big Data. Master's thesis. University of Helsinki, 2013. [link]

  4. Cenyu Shen. Energy Profiling of Hardware Subsystems and User Settings on Android. Master's thesis. University of Helsinki, 2013. [link]