From 2D to Next Generation VR/AR Videos: Enabling Efficient Streaming via QoE-aware Mobile Networks
Resumo
Ranging from traditional streaming to Virtual Reality (VR) videos, the demand for video applications to mobile devices is booming. In the context of mobile operators a challenging problem is how to handle the increasing video traffic while managing the interplay between infrastructure optimization and QoE. Solving this issue is remarkably difficult, and recent investigations do not consider large-scale networks. In this dissertation paper we explore the solution space of efficient video streaming over mobile networks.
Palavras-chave:
Quality of Experience, Quality of Service, video streaming, network management
Referências
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da Costa Filho, R. I. T., Lautenschlager, W., Kagami, N., Roesler, V., and Gaspary, L. P. (2016a). Network fortune cookie: Using network measurements to predict video streaming performance and qoe. In 2016 IEEE Global Communications Conference (GLOBECOM), pages 1-6.
da Costa Filho, R. I. T., Lautenschläger, W., Lazzari, H., Roesler, V., and Gaspary, L. P (2016b). A rede tem a resposta: Um modelo escalavel para predicao integrada de qualidade de video e qoe em redes ip. In Proceedings of the XXXIV Brazilian Symposium on Computer Networks and Distributed Systems (SBRC), Salvador, Bahia. (Honorable Mention Award - Top 3).
da Costa Filho, R. I. T., Luizelli, M., Lautenschlager, W., Kagami, N., Roesler, V., and Gaspary, L. P. (2018a). Scalable QoE-aware path selection in SDN-based mobile networks. In IEEE INFOCOM 2018 - IEEE Conference on Computer Communications (INFOCOM 2018), Honolulu, USA.
da Costa Filho, R. I. T., Luizelli, M., Vega, M., Hooft, J., Petrangeli, S., Wauters, T., Turck, F. D., and Gaspary, L. P. (2018b). Predicting the performance of virtual reality video streaming in mobile networks. In Proceedings of the 8th ACM on Multimedia Systems Conference, MMSys’18, pages 0–0, New York, NY, USA. ACM.
da Costa Filho, R. I. T., Luizelli, M. C., Petrangeli, S., Vega, M. T., van der Hooft, J., Wauters, T., Turck, F. D., and Gaspary, L. P. (2020). Dissecting the performance of VR video streaming through the VR-EXP experimentation platform. TOMM, 15(4):111:1–111:23.
ITU (2017). Measuring the information society.
Kagami, N., d. C. Filho, R. I. T., and Gaspary, L. P. (2019). Capest: Offloading network capacity and available bandwidth estimation to programmable data planes. IEEE Transactions on Network and Service Management, pages 1–1.
Katsarakis, M., Fortetsanakis, G., Charonyktakis, P., Kostopoulos, A., and Papadopouli, M. (2014). On user-centric tools for qoe-based recommendation and real-time analysis of large-scale markets. IEEE Communications Magazine, 52(9):37–43.
Kuipers, F., Mieghem, P. V., Korkmaz, T., and Krunz, M. (2002). An overview of constraint-based path selection algorithms for gos routing. IEEE Communications Magazine, 40(12):50-55.
Lautenschläger, W., Costa Filho, R., Kagami, N., Della Flora, S., de Moura, K., and Roesler, V. (2016). Netmetric: Uma plataforma para medição ativa de desempenho em redes ip de larga escala. In Anais Estendidos do XXII Simpósio Brasileiro de Sistemas Multimídia e Web, pages 116-119. SBC.
Lazzari, H. S., Tavares da Costa Filho, R. I., and Roesler, V. (2017). Qoe analyser: A framework to qoe knowledge base generation. In Proceedings of the 23rd Brazillian Symposium on Multimedia and the Web, pages 433-436.
Maallawi, R., Agoulmine, N., Radier, B., and Meriem, T. B. (2015). A comprehensive survey on offload techniques and management in wireless access and core networks. IEEE Communications Surveys Tutorials, 17(3):1582-1604.
Marques, J. A., Luizelli, M. C., da Costa Filho, R. 1. T., and Gaspary, L. P. (2019). An optimization-based approach for efficient network monitoring using in-band network telemetry. J. Internet Services and Applications, 10(1):12:1-12:20.
Roesler, V., Júnior, M. G., Husemann, R., da Costa Filho, R. I. T., and Valle, R. (2018). Mcu em software distribuído em nuvem. In Anais Estendidos do XXIV Simpósio Brasileiro de Sistemas Multimídia e Web, pages 127-131. SBC.
Schlinker, B., Kim, H., Cui, T., Katz-Bassett, E., Madhyastha, H. V., Cunha, I., Quinn, J.,Hasan, S., Lapukhov, P., and Zeng, H. (2017). Engineering egress with edge fabric. In Proceedings of the 2017 ACM SIGCOMM Conference, New York, NY, USA. ACM.
Tomovic, S., Radusinovic, I., and Prasad, N. (2015). Performance comparison of qos routing algorithms applicable to large-scale sdn networks. In [EEE EUROCON 2015 -International Conference on Computer as a Tool (EUROCON), pages 1-6.13
Wang, Z. and Crowcroft, J. (1996). Quality-of-service routing for supporting multimediaapplications. IEEE Journal on Selected Areas in Communications, 14(7):1228-1234.
Ansari, R. I., Chrysostomou, C., Hassan, S. A., Guizani, M., Mumtaz, S., Rodriguez, J., and Rodrigues, J. J. P. C. (2018). 5g d2d networks: Techniques, challenges, and future prospects. IEEE Systems Journal, pages 1–15.
Cisco (2018). Cisco visual networking index: Forecast and trends, 2017–2022. Technical report, Cisco Systems.
da Costa Filho, R. I. T., Lautenschlager, W., Kagami, N., Roesler, V., and Gaspary, L. P. (2016a). Network fortune cookie: Using network measurements to predict video streaming performance and qoe. In 2016 IEEE Global Communications Conference (GLOBECOM), pages 1-6.
da Costa Filho, R. I. T., Lautenschläger, W., Lazzari, H., Roesler, V., and Gaspary, L. P (2016b). A rede tem a resposta: Um modelo escalavel para predicao integrada de qualidade de video e qoe em redes ip. In Proceedings of the XXXIV Brazilian Symposium on Computer Networks and Distributed Systems (SBRC), Salvador, Bahia. (Honorable Mention Award - Top 3).
da Costa Filho, R. I. T., Luizelli, M., Lautenschlager, W., Kagami, N., Roesler, V., and Gaspary, L. P. (2018a). Scalable QoE-aware path selection in SDN-based mobile networks. In IEEE INFOCOM 2018 - IEEE Conference on Computer Communications (INFOCOM 2018), Honolulu, USA.
da Costa Filho, R. I. T., Luizelli, M., Vega, M., Hooft, J., Petrangeli, S., Wauters, T., Turck, F. D., and Gaspary, L. P. (2018b). Predicting the performance of virtual reality video streaming in mobile networks. In Proceedings of the 8th ACM on Multimedia Systems Conference, MMSys’18, pages 0–0, New York, NY, USA. ACM.
da Costa Filho, R. I. T., Luizelli, M. C., Petrangeli, S., Vega, M. T., van der Hooft, J., Wauters, T., Turck, F. D., and Gaspary, L. P. (2020). Dissecting the performance of VR video streaming through the VR-EXP experimentation platform. TOMM, 15(4):111:1–111:23.
ITU (2017). Measuring the information society.
Kagami, N., d. C. Filho, R. I. T., and Gaspary, L. P. (2019). Capest: Offloading network capacity and available bandwidth estimation to programmable data planes. IEEE Transactions on Network and Service Management, pages 1–1.
Katsarakis, M., Fortetsanakis, G., Charonyktakis, P., Kostopoulos, A., and Papadopouli, M. (2014). On user-centric tools for qoe-based recommendation and real-time analysis of large-scale markets. IEEE Communications Magazine, 52(9):37–43.
Kuipers, F., Mieghem, P. V., Korkmaz, T., and Krunz, M. (2002). An overview of constraint-based path selection algorithms for gos routing. IEEE Communications Magazine, 40(12):50-55.
Lautenschläger, W., Costa Filho, R., Kagami, N., Della Flora, S., de Moura, K., and Roesler, V. (2016). Netmetric: Uma plataforma para medição ativa de desempenho em redes ip de larga escala. In Anais Estendidos do XXII Simpósio Brasileiro de Sistemas Multimídia e Web, pages 116-119. SBC.
Lazzari, H. S., Tavares da Costa Filho, R. I., and Roesler, V. (2017). Qoe analyser: A framework to qoe knowledge base generation. In Proceedings of the 23rd Brazillian Symposium on Multimedia and the Web, pages 433-436.
Maallawi, R., Agoulmine, N., Radier, B., and Meriem, T. B. (2015). A comprehensive survey on offload techniques and management in wireless access and core networks. IEEE Communications Surveys Tutorials, 17(3):1582-1604.
Marques, J. A., Luizelli, M. C., da Costa Filho, R. 1. T., and Gaspary, L. P. (2019). An optimization-based approach for efficient network monitoring using in-band network telemetry. J. Internet Services and Applications, 10(1):12:1-12:20.
Roesler, V., Júnior, M. G., Husemann, R., da Costa Filho, R. I. T., and Valle, R. (2018). Mcu em software distribuído em nuvem. In Anais Estendidos do XXIV Simpósio Brasileiro de Sistemas Multimídia e Web, pages 127-131. SBC.
Schlinker, B., Kim, H., Cui, T., Katz-Bassett, E., Madhyastha, H. V., Cunha, I., Quinn, J.,Hasan, S., Lapukhov, P., and Zeng, H. (2017). Engineering egress with edge fabric. In Proceedings of the 2017 ACM SIGCOMM Conference, New York, NY, USA. ACM.
Tomovic, S., Radusinovic, I., and Prasad, N. (2015). Performance comparison of qos routing algorithms applicable to large-scale sdn networks. In [EEE EUROCON 2015 -International Conference on Computer as a Tool (EUROCON), pages 1-6.13
Wang, Z. and Crowcroft, J. (1996). Quality-of-service routing for supporting multimediaapplications. IEEE Journal on Selected Areas in Communications, 14(7):1228-1234.
Publicado
07/12/2020
Como Citar
FILHO, Roberto Irajá Tavares da Costa; TURCK, Filip De; GASPARY, Luciano Paschoal.
From 2D to Next Generation VR/AR Videos: Enabling Efficient Streaming via QoE-aware Mobile Networks. In: CONCURSO DE TESES E DISSERTAÇÕES - SIMPÓSIO BRASILEIRO DE REDES DE COMPUTADORES E SISTEMAS DISTRIBUÍDOS (SBRC), 38. , 2020, Rio de Janeiro.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2020
.
p. 169-176.
ISSN 2177-9384.
DOI: https://doi.org/10.5753/sbrc_estendido.2020.12416.
