Abstract
The interest for video delivery systems over the Internet has been gradually growing up last years. It has already become a major application due to clients’ interest of video content and persistent development of network technologies. Users’ behavior is playing an increasingly crucial role in the performance of such applications. This paper proposes an efficient analysis of the user’s behavior for a long-running P2P IPTV service infrastructure developed and maintained by Lancaster University. The proposed analysis presents remarkable parameters that could be helpful for the service provider to consider for their network design.
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References
Liu, Y., Guo, Y., Liang, C.: A survey on peer-to-peer video streaming systems. Peer-to-Peer Netw. Appl. 1(1), 18–28 (2008)
Youtube Web Site: https://www.youtube.com/yt/press/statistics. Accessed 2 Jan 2015
Ramzan, N., Park, H., Izquierdo, E.: Video streaming over P2P networks: challenges and opportunities. Image Commun. 27, 401–411 (2012)
Zheng, Y., Peng, J., Yu, Q., Huang, D., Chen, Y., Chen, C.: A measurement study on user behavior of P2P VoD system. In: The Proceedings of the 2nd International Asia Conference on Informatics in Control, Automation and Robotics, CAR 2010, Piscataway, NJ, USA, vol. 3, pp. 373–376, IEEE Press (2010)
Liao, X., Jin, H., Yu, L.: A novel data replication mechanism in P2P VoD system. Future Gener. Comput. Syst. 28, 930–939 (2012)
Ma, K.J., Bartoš, R., Bhatia, S.: Review: a survey of schemes for internet-based video delivery. J. Netw. Comput. Appl. 34, 1572–1586 (2011)
Hei, X., Liang, C., Liang, J., Liu, Y., Ross, K.: A measurement study of a large-scale P2P IPTV system. IEEE Trans. Multimedia 9, 1672–1687 (2007)
Almeida, J.M., Krueger, J., Eager, D.L., Vernon, M.K.: Analysis of Educational Media Server Workloads. NOSSDAV, Port Jefferson (2001)
Chesire, M., Wolman, A., Voelker, G., Lavy, H.: Measurement and analysis of a streaming-media workload. In: USENIX Symposium on Internet Technologies and Systems (2001)
Wang, Y., Claypool, M., Zuo, M.: An empirical study of realvideo performance across the internet. In: ACM SIGCOMM Internet Measurement Workshop, San Francisco, USA, pp. 295–309 (2001)
Loguinov, D., Radha, H.: Measurement study of low-bit rate internet video streaming. In: ACM SIGCOMM Internet Measurement Workshop (IMV) (2001)
Costa, C., Cunha, I., Borges, A., Ramos, C., Rocha, M., Almeida, J., Ribeiro-Neto, B.: Analyzing client interactive behavior in streaming media servers. In: Proceedings of 13th ACM International World Wide Web Conference (WWW), New York City, NY, May 2004
Cherkasova, L., Gupta, M.: Analysis of enterprise media server workload: access patterns, locality, content evolution and rates of change. IEEE/ACM Trans. Netw. 12, 781–794 (2004)
Acharya, S., Smith, B., Parnes, P.: Characterizing user access to videos on the World Wide Web. In: Proceedings of MMCN, January 2000
Arias, J.R., Suarez, F.J., Garcia, D.F., Panieda, X.G., Garcia, V.G.: Evaluation of video server capacity with regard to quality of the service in interactive news-on-demand systems. In: Protocols and Systems for Interactive Distributed Multimedia (PROMSIDMS2002), Coimbra, Portugal. LNCS, vol. 2515 (2002)
Veloso, E., Almeida, V., Meira, W., Bestavros, A., Jin, S.: A hierarchical characterization of a live streaming media workload. In: ACM Internet Measurement Workshop (IMV), November 2002
Sripanidkulchai, K., Maggs, B., Zhang, H.: An analysis of live streaming workloads on the internet. In: Proceedings of ACM Internet Measurement Conference 2004, Sicily, Italy, October 2004
Li, V., Liao, W., Qiu, X., Wong, E.: Performance model of interactive video-on-demand systems. IEEE J. Sel. Areas Commun. 14, 1099–1109 (1996)
Garcá, R., Pañeda, X.G., Garcá, V.G., Melendi, D., Vilas, M.: Statistical characterization of a real video on demand service: user behaviour and streaming-media workload analysis. Simul. Model. Pract. Theory 15(6), 672–689 (2007)
Elkhatib, Y., Mu, M., Race, N.: Dataset on usage of a live & VoD P2P IPTV service. In: Proceedings of the IEEE International Conference on Peer-to-Peer Computing (2014)
Elhoseny, H., Elhoseny, M., Abdelrazek, S., Bakry, H., Riad, A.: Utilizing Service Oriented Architecture (SOA) in smart cities. Int. J. Adv. Comput. Technol. (IJACT) 8(3), 77–84 (2016)
Elhoseny, M., Yuan, X., Yu, Z., Mao, C., El-Minir, H., Riad, A.: Balancing energy consumption in heterogeneous wireless sensor networks using genetic algorithm. IEEE Commun. Lett. 19(2), 2194–2197 (2015). http://dx.doi.org/10.1109/LCOMM.2014.2381226
Yuan, X., Elhoseny, M., Minir, H., Riad, A.: A genetic algorithm-based, dynamic clustering method towards improved WSN longevity. J. Netw. Syst. Manag. 25(1), 21–46 (2017). http://dx.doi.org/10.1007/s10922-016-9379-7
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Elhoseny, M., Shehab, A., Osman, L. (2018). An Empirical Analysis of User Behavior for P2P IPTV Workloads. In: Hassanien, A., Tolba, M., Elhoseny, M., Mostafa, M. (eds) The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018). AMLTA 2018. Advances in Intelligent Systems and Computing, vol 723. Springer, Cham. https://doi.org/10.1007/978-3-319-74690-6_25
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