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An empirical evaluation of battery power consumption for streaming data transmission to mobile devices

Published:28 November 2011Publication History

ABSTRACT

Internet streaming applications are becoming increasingly popular on mobile devices. However, receiving streaming services on mobile devices is often constrained by their limited battery power supply. Various techniques have been proposed to save battery power consumption on mobile devices, mainly focusing on how much data to transmit and how to transmit.

In this paper, we conduct an experiment-based study with 11 Internet streaming applications using different streaming protocols. Our goal is to empirically investigate the battery power consumption on the wireless network interface for receiving streaming data via different approaches. Through measurement and analysis, we find that (1) the Chunk-based streaming is widely used in practice and it is most power-efficient because the traffic shaping technique is adopted to utilize PSM on mobile devices to save battery power consumption; however, it may cause quality degradation from time to time; (2) reducing streaming data transmission (by switching to a lower streaming quality) can marginally help save battery power consumption in RTSP, Pseudo streaming, and Chunk-based streaming applications; but it is effective for P2P streaming applications; (3) P2P streaming to mobile devices is not power-efficient because of the additional transmission of control traffic and uploading traffic; and reducing upload alone does not help for battery power saving. Our investigation provides new insights and some guidelines for the current Internet mobile streaming services and calls for further research on more power-efficient and scalable Internet mobile streaming protocols.

References

  1. "CTV," http://itunes.apple.com/app/id340381556.Google ScholarGoogle Scholar
  2. "CCTV," http://itunes.apple.com/app/id331259725.Google ScholarGoogle Scholar
  3. "W.TV," http://itunes.apple.com/app/id318676629.Google ScholarGoogle Scholar
  4. "ImgoTV," http://itunes.apple.com/app/id349448995.Google ScholarGoogle Scholar
  5. "NHKworld," http://itunes.apple.com/app/id350732480.Google ScholarGoogle Scholar
  6. "SPBtv," http://itunes.apple.com/app/id356830174.Google ScholarGoogle Scholar
  7. "OrbLive," http://itunes.apple.com/app/id290195003.Google ScholarGoogle Scholar
  8. "Air Video," http://itunes.apple.com/app/id306550020.Google ScholarGoogle Scholar
  9. "Justin.tv," http://itunes.apple.com/app/id358612216.Google ScholarGoogle Scholar
  10. "Verizon Wireless: V CAST," http://products.vzw.com/index.aspx?id=video.Google ScholarGoogle Scholar
  11. "AT&T Mobile TV," http://www.att-mobiletv.com.Google ScholarGoogle Scholar
  12. E. Tan, L. Guo, S. Chen, and X. Zhang, "PSM-throttling: Minimizing Energy Consumption for Bulk Data Communications in WLANs," in Proc. of IEEE ICNP, Beijing, China, October 2007.Google ScholarGoogle Scholar
  13. S.Chandra and A.Vahdat, "Application-specific network management for energy-aware streaming of popular multimedia formats," in Proc. of USENIX ATC, 2002. Google ScholarGoogle ScholarDigital LibraryDigital Library
  14. E. Tan, L. Guo, S. Chen, and X. Zhang, "SCAP: Smart Caching in Wireless Access Points to Improve P2P Streaming," in Proc. of IEEE ICDCS, June 2007. Google ScholarGoogle ScholarDigital LibraryDigital Library
  15. "Real Time Streaming Protocol (RTSP)," http://www.ietf.org/rfc/rfc2326.txt.Google ScholarGoogle Scholar
  16. "Mobile YouTube," http://m.youtube.com.Google ScholarGoogle Scholar
  17. "Vuclip," http://m.vuclip.com.Google ScholarGoogle Scholar
  18. "Fast Start," http://www.microsoft.com/windows/windowsmedia/technologies/bettertogether.a%spx#faststart.Google ScholarGoogle Scholar
  19. "Apple HTTP Live Streaming," http://tools.ietf.org/html/draft-pantos-http-live-streaming.Google ScholarGoogle Scholar
  20. "Flash HTTP Streaming," http://www.adobe.com/products/httpdynamicstreaming/.Google ScholarGoogle Scholar
  21. "Microsoft Smooth Streaming," http://www.iis.net/download/SmoothStreaming.Google ScholarGoogle Scholar
  22. X. Hei, C. Liang, J. Liang, Y. Liu, and K. Ross, "Insights into PPLive: A Measurement Study of a Large-Scale P2P IPTV System," in Proc. of IPTV Workshop, Edinburgh, Scotland, UK, May 2006.Google ScholarGoogle Scholar
  23. "TVUPlayer," http://itunes.apple.com/app/id323640984.Google ScholarGoogle Scholar
  24. J. Adams and G. Muntean, "Adaptive-Buffer Power Save Mechanism for Mobile Multimedia Streaming," in Proc. of IEEE ICC, 2007.Google ScholarGoogle Scholar
  25. F. Dogar, P. Steenkiste, and K. Papagiannaki, "Catnap: Exploiting High Bandwidth Wireless Interfaces to Save Energy for Mobile Devices," in Proc. of ACM MobiSys, 2010. Google ScholarGoogle ScholarDigital LibraryDigital Library
  26. Y. Huang, T. Fu, D. Chiu, J. Lui, and C.Huang, "Challenges, Design and Analysis of a Large-scale P2P-VoD System," in Proc. of ACM SIGCOMM, 2008. Google ScholarGoogle ScholarDigital LibraryDigital Library
  27. S. Chandra, "Wireless network interface energy consumption implications of popular streaming formats," in Proc. of MMCN, 2002.Google ScholarGoogle Scholar
  28. M. Anand, E. Nightingale, and J. Flinn,"Self-Tuning Wireless Network Power Management," in Proc. of ACM MOBICOM, Sept. 2003. Google ScholarGoogle ScholarDigital LibraryDigital Library
  29. H. Yan, R. Krishnan, S. A. Watterson, D. K. Lowenthal, and K. Li, "Client-Centered Energy and Delay Analysis for TCP Downloads," in Proc. of IWQoS, June 2004.Google ScholarGoogle Scholar
  30. D. Qiao and Kang G. Shin, "Smart Power-Saving Mode for IEEE 802.11 Wireless LANs," in Proc. of IEEE INFOCOM, 2005.Google ScholarGoogle Scholar
  31. L. Guo, X. Ding, H. Wang, Q. Li, S. Chen, and X. Zhang, "Exploiting Idle Communication Power to Improve Wireless Network Performance and Energy Efficiency," in Proc. of IEEE INFOCOM, April 2006.Google ScholarGoogle Scholar
  32. Y. Xiao, R. Kalyanaraman, and A. Yla-Jaaski, "Energy Consumption of Mobile YouTube: Quantitative Measurement and Analysis," in Proc. of NGMAST, Washington, DC, September 2008. Google ScholarGoogle ScholarDigital LibraryDigital Library
  33. Y. Liu, F. Li, L. Guo, and S. Chen, "A Measurement Study of Resource Utilization in Internet Mobile Streaming," in Proc. of ACM NOSSDAV, 2011. Google ScholarGoogle ScholarDigital LibraryDigital Library
  34. T. Pering, Y. Agarwal, R. Gupta, and R. Want, "CoolSpots: Reducing the Power Consumption of Wireless Mobile Devices with Multiple Radio interfaces," in Proc. of ACM MobiSys, Uppsala, Sweden, 2006. Google ScholarGoogle ScholarDigital LibraryDigital Library
  35. T. Armstrong, O. Trescases, C. Amza, and E. de Lara, "Efficient and Transparent Dynamic Content Updates for Mobile Clients," in Proc. of ACM MobiSys, Uppsala, Sweden, 2006. Google ScholarGoogle ScholarDigital LibraryDigital Library
  36. A. Rahmati and L. Zhong, "Context-for-wireless: Context-sensistive energy-efficient wireless data transfer," in Proc. of ACM MobiSys, 2007. Google ScholarGoogle ScholarDigital LibraryDigital Library
  37. Y. Agarwal, R. Chandra, A Wolman, P. Bahl, K. Chin, and R. Gupta, "Wireless Wakeups Revisited: Energy Management for Voip over Wi-Fi Smartphones," in Proc. of MobiSys, San Juan, Puerto Rico, 2007. Google ScholarGoogle ScholarDigital LibraryDigital Library
  38. A. Balasubramanian, R. Mahajan, and A. Venkataramani, "Augmenting Mobile 3G Using WiFi: Measurement, Design, and Implementation," in Proc. of ACM MobiSys, 2010. Google ScholarGoogle ScholarDigital LibraryDigital Library

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      • Published in

        cover image ACM Conferences
        MM '11: Proceedings of the 19th ACM international conference on Multimedia
        November 2011
        944 pages
        ISBN:9781450306164
        DOI:10.1145/2072298

        Copyright © 2011 ACM

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        Publication History

        • Published: 28 November 2011

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