Abstract
Unfair media object processing in the proxy cache leads to traffic overload at the local buffer, increases delay and energy power, and requires retransmission. To fully support high quality media streaming service in IEEE 802.11-based wireless multimedia applications, this paper proposes a novel alpha cut ( α-cut ) filter-based proxy caching (AFPC) mechanism for wireless coverage streaming services. The AFPC consists of burst referenced caching strategy (BRCS) and capacity referenced caching strategy (CRCS) to acquire the optimal streaming quality for continuous objects and non-continuous objects. The BRCS controls the streaming congestion, by considering the encoding rate and channel bandwidth; the CRCS scheme reduces the caching congestion by scheduling different types of stream packets, based on the restricted caching resource, and media characteristics. Then, the AFPC mechanism monitors the traffic flow to guarantee an exact and fast streaming service during buffer caching. We perform a simulation to prove the efficiency of the proposed mechanism, and our simulation results show that the proposed AFPC mechanism has better performance than the S-caching, I-caching, and C-caching mechanisms.














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References
Yu, F., Zhang, Q., Zhu, W., & Zhang, Y. Q. (2007). QoS-adaptive proxy caching for multimedia streaming over the internet. IEEE Transactions on Circuits and System for Video Technology, 13(3), 257–269.
Zhu, P., Zeng, W., & Li, C. (2007). Joint design of source rate control and qos-aware congestion control for video streaming over the internet. IEEE Transaction on Multimedia, 9(2), 366–376.
Anju, S. W., & Rishi, P. S. (2015). Survey on coverage problems in wireless sensor networks. Wireless Personal Communications, 80(4), 1475–1500.
Nakashima, T. (2009). Properties of the correlation between queue length and congestion window size under self-similar traffics. International Journal of Innovative Computing, Information and Control, 5(11), 4373–4382.
Ali, M., & Vahid, J. M. (2009). Input-to-state stability in congestion control problem of computer networks with nonlinear links. International Journal of Innovative Computing, Information and Control, 5(8), 2091–2106.
Sonmez, C., Isik, O. D., Donmez, M. Y., & Ersoy, C. (2014). Fuzzy-based congestion control for wireless multimedia sensor networks. EURASIP Journal on Wireless Communications and Networking, 63(1), 1–17.
Zhou, M., Ji, B., Hau, K., & Xi, H. (2013). A cooperative hybrid caching strategy for P2P mobile network. In Proceedings of the 2nd international symposium on computer, communications, control and automation (Isccca-2013), (pp. 19–24).
Chen, S., Shen, B., Wee, S., & Zhang, X. (2006). Segment-based streaming media proxy: Modeling and optimization. IEEE Transactions on Multimedia, 8(2), 243–256.
Dan, A., & Towsley, D. (1990). An approximate analysis of the LRU and FIFO buffer replacement schemes. In ACM SIGMETRICS, May 1990, (pp. 143–152).
Chou, H., & DeWitt, D. (1985). An evaluation of buffer management strategies for relational database systems. In Proceedings of 11th VLDB conference, August 1985, (pp. 127–141).
Lee, C. D., & Jeong, T. W. (2011). FRCA: A fuzzy relevance-based cluster head selection algorithm for wireless mobile ad-hoc sensor networks. Sensors, 11(3), 1–19.
Datta, P., Boruah, H., & Ali, T. (2011). Fuzzy arithmetic with and without using α-cut method: A comparative study. International Journal of Latest Trends in Computing, 2(1), 99–108.
Zhang, Q., Xiang, Z., Zhu, W., & Gao, L. (2004). Cost-based cache replacement and server selection for multimedia proxy across wireless internet. IEEE Transactions on Multimedia, 6(4), 587–598.
Tan, E., Guo, L., Chen, S., & Zhang, X. (2007). SCAP: Smart caching in wireless access points to improve P2P streaming. In Proceedings of IEEE ICDCS.
Wang, J. Z., & Lowhorn, D. J. (2005). Proxy caching for wireless multimedia streaming. In Wireless networks, communications and mobile computing, 2005 international conference,( vol. 2, No. 1, pp. 1100–1105).
Borst, S., Gupta, V., & Walid, A. (2010) Distributed caching algorithms for content distribution networks. In Proceedings of IEEE INFOCOM.
Dai, J., Liu, F., & Li, B. (2012). Collaborative caching in wireless video streaming throughput resource auctions. IEEE Journal on Selected Areas in Communications, 30(2), 458–466.
Bose, S., & Kannan, A. (2007). Adaptive multipath multimedia streaming architecture for mobile networks with proactive buffering using mobile proxies. Journal of Computing and Information Technology, 3(1), 215–226.
Chang, K. C., Wu, R. Y., & Chen, T. F. (2007). Efficient segment-based transcodig proxy for mobile multimedia services. Journal of Systems Architecture, 53(11), 833–845.
Lee, C. D., Jeong, T. W., & Ahn, J. Y. (2011). TRM-based multimedia streaming optimization scheme in wireless networks. International Journal of Innovative Computing Information Control, 7(4), 1199–1209.
Yan, J., Katrinis, K., May, M., & Platter, B. (2006). Media-and TCP-friendly congestion control for scalable video streams. IEEE Transactions on Multimedia, 8(2), 196–206.
Mateus, A. S., David, E. T., & Regina, M. (2015). Multipath source routing strategies for video transmission in ad hoc wireless networks. Wireless Networks, 21(3), 858–869.
Breslau, L., Cao, P., Fan, L., Phillips, G., & Shenker, S. (1990). Web caching and Zipf-like distribution: Evidence and implications. Proceedings of IEEE INFOCOM, 1990, 126–134.
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This paper was supported by research funds of Chonbuk National University in 2014.
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Lee, C., Lee, G.K. An Alpha Cut (α-cut) Filter-Based Proxy Caching Control for Wireless Coverage Streaming Services. Wireless Pers Commun 86, 35–55 (2016). https://doi.org/10.1007/s11277-015-3032-8
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DOI: https://doi.org/10.1007/s11277-015-3032-8