The challenges in large-scale smartphone user studies
Proceedings of the 2nd ACM International Workshop on Hot Topics in Planet-scale Measurement
Computing while charging: building a distributed computing infrastructure using smartphones
Proceedings of the 8th international conference on Emerging networking experiments and technologies
Active tracking in mobile networks: An in-depth view
Computer Networks: The International Journal of Computer and Telecommunications Networking
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We conduct a large-scale user study to measure the energy consumption characteristics of 17300 BlackBerry smartphone users. Our dataset consists of over 1050 years of cumulative data and is several orders of magnitude larger than any previous work. We identify three distinct user types: opportunistic chargers, light-consumers, and nighttime chargers and report on the energy consumption characteristics of each user type.