Abstract
The emergence of social activities on the Internet in conjunction with the popularization of multimedia services has facilitated the development of collaborative services for Social TV. Interactive services with multimedia contents are critical because of the high consumption of resources in the communication networks. For this reason, interactive games for the Social TV pose an important test in order to evaluate the performance of these collaborative services over IP-based networks. We have designed a multiuser interactive game based on answering questions with bidirectional data, audio and video. The traffic generated has been analyzed, statistically characterized and used to develop and validate a simulation model of the online game. Results of the simulation demonstrate the accuracy of the designed model and the high consumption of network resources of the service in massive deployments with a high number of active users. The proposed model can be used to evaluate both service performance, and resources consumption in heterogeneous networks, with different policies of content distribution in massive deployments of the online game service. The integration of the simulation model with the real TV service will also allow us to evaluate the quality of experience of the users in hybrid scenarios of emulation.















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Agamanolis, S. (2008). At the intersection of broadband and broadcasting: How interactive TV technologies can support human connectedness. International Journal of Human-Computer Interaction, 24(2), 121–135.
Collazos, C. A., Rusu, C., Arciniegas, J. L., & Roncagliolo, S. (2009). Designing and evaluating interactive television from a usability perspective. In Second International Conferences on Advances in Computer-Human Interactions, pp. 381–385.
Obrist, M., Bernahaupt, R., & Tscheligi, M. (2008). Interactive TV for the home: An ethnographic study on users’ requirements and experiences. International Journal of Human-Computer Interaction, 24(2), 174–196.
Gross, T., Fetter, M., & Paul-Stueve, T. (2008). Toward advanced social TV in a cooperative media space. International Journal of Human-Computer Interaction, 24(2), 155–173.
Cagenius, T., Fasbender, A., Hjelm, J., Hom, U., Mas Ivars, I., & Selberg, N. (2006). Evolving the TV experience: Anytime, anywhere, any device. Ericsson Review, 3, 107–111.
Riede, C., Friedrich, O., Seeliger, R., & Arbanowski, R. (2008). Interactive IMS-based IPTV plunge into the reality game show. In 2nd International Conference on Internet Multimedia Services Architecture and Applications.
Zhang, H., Nguyen, H., Bilasco, I. M., Lee, G. M., & Wang, H. (2010). IPTV 2.0 from triple play to social TV. In IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), pp. 1–5.
Khadraoui, M., Hirsbruner, B., Meinkohn, F., Khadraoui, D., & Courant, M. (2005). Interactive TV show based on avatars. In Proceedings on Systems Communications, pp. 192–197.
Elliott, G. T., Carr, D., & Holtzman, H. (2011). TakeoverTV: Facilitating the social negotiation of television content in public spaces. IEEE Communications Magazine, 49(6), 148–153.
Blanco-Fernández, Y., López-Nores, M., Pazos-Arias, J. J., García-Duque, J., & Martín-Vicente, M. I. (2011). TripFromTV+: Targeting personalized tourism to interactive digital TV viewers by social networking and semantic reasoning. IEEE Transactions on Consumer Electronics, 57(2), 953–961.
Holbling, G., Rabl, T., Coquil, D., & Kosch, H. (2008). Interactive TV services on mobile devices. IEEE Multimedia, 15(2), 72–76.
Saleemi, M. M., & Lilius, J. (2010). Interactive applications for mobile TV. In International Conference on Multimedia Computing and Information Technology (MCIT), pp. 37–40.
Almenárez, F., Arias, P., Díaz-Sánchez, D., Marín, A., & Sánchez, R. (2011). fedTV: Personal networks federation for IdM in mobile DTV. IEEE Transactions on Consumer Electronics, 57(2), 499–506.
Cesar, P., & Geerts, D. (2011). Past, present, and future of social TV: A categorization. In Consumer Communications and Networking Conference (CCNC), pp. 347–351.
Kim, K., Ahn, C., & Hong, J. (2010). Research of Social TV service technology based on smart TV platform in next generation infrastructure. In 5th International Conference on Computer Sciences and Convergence Information Technology (ICCIT), pp. 556–559.
Mate, S., & Curcio, I. (2009). Mobile and interactive social television. IEEE Communications Magazine, 47(12), 116–122.
Vaishnavi, I., César, P., Bulterman, D., Friedrich, D., Gunkel, S., & Geerts, D. (2011). From IPTV to synchronous shared experiences challenges in design: Distributed media synchronization. Elsevier Signal Processing: Image Communications, 26(7), 370–377.
Kawahara, Y., Aoyama, T., & Morikawa, H. (2004). A peer-to-peer message exchange scheme for large-scale networked virtual environments. Telecommunication Systems, 25(3–4), 353–370.
Ly, C., Hsu, C.-H., & Hefeeda, M. (2011). IRS: A detour routing system to improve quality of online games. IEEE Transactions on Multimedia, 13(4), 733–747.
Wu, Y., Huang, H., & Zhang, D. (2006). Traffic modeling for massive multiplayer on-line role playing game (MMORPG) in GPRS access network. In International Conference on Communications, Circuits and Systems Proceedings (vol. 3, pp. 1811–1815).
Liu, F., Yan, G., & Zhou, W. (2006). Traffic recognition and characterization analysis of MMORPG. In International Conference on Communication Technology, pp. 1–4.
Chen, K. T., Huang, P., & Lei, C. L. (2007). Game traffic analysis: An MMORPG perspective. Computer Networks, 51(3), 19–24.
Huang, G., Ye, M., & Cheng, L. (2004). Modeling system performance in MMORPG. In Global Telecommunications Conference Workshops, IEEE GlobeCom Workshops, pp. 512–518.
Szabo, G., Veres, A., & Molnar, S. (2009). On the impact of human interactions in MMORPG traffic. Multimedia Tools and Applications, 45(1–3), 133–161.
Dai, M., & Loguinov, D. (2005). Analysis and modeling of MPEG-4 and H.264 multi-layer video traffic. In Proceedings of the IEEE Infocom, pp. 2257–2267.
Develder, C., Lambert, P., Lancker, W. V., Moens, S., et al. (2012). Delivering scalable video with QoS to the home. Telecommunication Systems, 49, 129–148.
Agboma, F., & Liotta, A. (2012). Quality of experience management in mobile content delivery systems. Telecommunication Systems, 49, 85–98.
Lazaris, A., & Koutsakis, P. (2008). Modeling video traffic from multiplexed H.264 videoconference streams. In IEEE Global Telecommunications Conference (GLOBECOM), pp. 1–6.
García, R., Pañeda, X. G., Garcia, V., Melendi, D., & Vilas, M. (2007). Statistical characterization of a real video on demand service: User behavior and streaming-media workload analysis. Simulation Modelling Practice and Theory, 15, 672–689.
OPNET TECHNOLOGIES. OPNET Modeler: Making networks and applications perform. Retrieved January, 2011 from http://www.opnet.com.
ITU-Rec.Y. 1541. (2002). Network Performance Objectives for IP-Based Services.
Seitz, N. (2003). ITU-T QoS standards for IP-based networks. IEEE Communications Magazine, 41(6), 82–89.
Alvarez, A., García, R., Cabrero, S., Pañeda, X. G., Melendi, D., & Orea, R. (2011). In pursuit of massive service emulation: A methodology for testbed building. IEEE Communications Magazine, 49(9), 162–168.
Acknowledgments
This work was supported by the University of Oviedo under the Research Promotion Plan (UNOV-12-MA-10) and by the CYTED program under the RedAUTI project (512RT0461).
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Pañeda, X.G., Garcia, R., Lobo, P.G. et al. Multimedia content distribution of an online Social TV game over IP-based networks. Telecommun Syst 59, 345–356 (2015). https://doi.org/10.1007/s11235-014-9940-1
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DOI: https://doi.org/10.1007/s11235-014-9940-1