Abstract
We present LiveLab, a methodology to measure real-world smartphone usage and wireless networks with a reprogrammable indevice logger designed for long-term user studies. We discuss the challenges of privacy protection and power impact in LiveLab and offer our solutions. We present an iPhone 3GS based deployment of LiveLab with 25 users intended for one year. Early results from the data collection so far highlight the unique strengths and potential of LiveLab. We have two objectives in this position paper. First, we demonstrate the feasibility and capability of LiveLab. By sharing our experience, we seek to advocate LiveLab as a network and user measurement methodology. Second, we present our preliminary findings, and seek feedback from the community regarding what data to collect.
- Alvares, C. Creating an iPhone Daemon http://chrisalvares.com/blog/?tag=iphone-gps.Google Scholar
- WGet. A free software package for retrieving files using HTTP, HTTPS and FTP http://www.gnu.org/software/wget/.Google Scholar
- vnStat. console-based network traffic monitor for Linux and BSD http://humdi.net/vnstat/.Google Scholar
- tcpdump. dump traffic on a network http://www.tcpdump.org/.Google Scholar
- Nicholson, A.J. and Noble, B.D. BreadCrumbs: Forecasting Mobile Connectivity. Proc. Int. Conf. Mobile Computing and Networking (MobiCom). 46--57, 2008. Google ScholarDigital Library
- Rahmati, A. and Zhong, L. Context-for-Wireless: Context-Sensitive Energy-Efficient Wireless Data Transfer. Proc. Int. Conf. Mobile Systems, Applications and Services (MobiSys). 165--178, 2007. Google ScholarDigital Library
- ping. Ping Network Managment Tool http://ftp.arl.army.mil/~mike/ping.html.Google Scholar
- Banerjee, N., Rahmati, A., Corner, M.D., Rollins, S. and Zhong, L. Users and Batteries: Interactions and Adaptive Energy Management in Mobile Systems. Proc. Int Conf. Ubiquitous Computing (Ubicomp), 2007. Google ScholarDigital Library
- MTR. MTR Network Managment Tool http://www.bitwizard.nl/mtr/.Google Scholar
- Rahmati, A. and Zhong, L. A Longitudinal Study of Non-Voice Mobile Phone Usage by Teens from an Underserved Urban Community. Rice University Technichal Report RECG-0515-09, 2009.Google Scholar
- Peterson, L., Anderson, T., Culler, D. and Roscoe, T. A blueprint for introducing disruptive technology into the Internet. SIGCOMM Comput. Commun. Rev., 33 (1). 59--64, 2003. Google ScholarDigital Library
- Froehlich, J., Chen, M.Y., Consolvo, S., Harrison, B. and Landay, J.A. MyExperience: a system for in situ tracing and capturing of user feedback on mobile phones Proceedings of the 5th international conference on Mobile systems, applications and services, San Juan, Puerto Rico, 2007. Google ScholarDigital Library
- Eagle, N. and Pentland, A. Reality mining: sensing complex social systems. Personal Ubiquitous Comput., 10 (4). 255--268, 2006. Google ScholarDigital Library
- Rahmati, A. and Zhong, L. Usability evaluation of a commercial Pocket PC phone: A pilot study. Proc. ACM Int. Conf. Mobile Technology, Applications and Systems (Mobility), 2007. Google ScholarDigital Library
- Falaki, H., Mahajan, R., Kandula, S., Lymberopoulos, D., Govindan, R. and Estrin, D. Diversity in Smartphone Usage. Proc. Int. Conf. Mobile Systems, Applications and Services (MobiSys), 2010. Google ScholarDigital Library
- Robinson, J., Swaminathan, R. and Knightly, E.W. Assessment of urbanscale wireless networks with a small number of measurements. Proc. Int. Conf. Mobile Computing and Networking (MobiCom), 2008. Google ScholarDigital Library
- Trestian, I., Ranjan, S., Kuzmanovic, A. and Nucci, A. Measuring serendipity: connecting people, locations and interests in a mobile 3G network Proc. ACM Internet Measurement Conference (IMC), ACM, Chicago, Illinois, USA, 2009. Google ScholarDigital Library
- Rahmati, A., Qian, A.C. and Zhong, L. Understanding human-battery interaction on mobile phones. Proc. Int. Conf. Human Computer Interaction with Mobile Devices & Services (MobileHCI). 265--272, 2007. Google ScholarDigital Library
- rsync. an open source utility that provides fast incremental file transfer http://samba.anu.edu.au/rsync/.Google Scholar
- Dogar, F. and Steenkiste, P. Catnap: Exploiting High Bandwidth Wireless Interfaces to Save Energy for Mobile Devices. Proc. Int. Conf. Mobile Systems, Applications and Services (MobiSys), 2010. Google ScholarDigital Library
- Huang, J., Xu, Q., Tiwana, B., Mao, Z., Zhang, M. and Bahl, P. Anatomizing Application Performance Differences on Smartphones. Proc. Int. Conf. Mobile Systems, Applications and Services (MobiSys). 2010. Google ScholarDigital Library
Index Terms
- LiveLab: measuring wireless networks and smartphone users in the field
Recommendations
An Explorative Study of the Mobile App Ecosystem from App Developers' Perspective
WWW '17: Proceedings of the 26th International Conference on World Wide WebWith the prevalence of smartphones, app markets such as Apple App Store and Google Play has become the center stage in the mobile app ecosystem, with millions of apps developed by tens of thousands of app developers in each major market. This paper ...
A Measurement-based Study on Application Popularity in Android and iOS App Stores
Mobidata '15: Proceedings of the 2015 Workshop on Mobile Big DataMobile application stores (appstores) are emerging digital distribution platforms with explosive growth. Although there have been some observations on the mobile application (app) popularity in Android appstores, there is no report on the app popularity ...
Comments