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Issue No.04 - April (2008 vol.19)
pp: 503-514
Media distribution through application-layer overlay networks has received considerable attention recently, owing to its flexibility and readily deployable nature. On-demand streaming with asynchronous requests, and in general, with VCR-like interactions, nevertheless remains a challenging task in overlay networks. In this paper, we introduce the Dynamic Skip List (DSL), a novel randomized and distributed structure that inherently accommodates dynamic and asynchronous clients. We establish the theoretical foundations of the DSL and demonstrate a practical DSL-based streaming overlay. In this overlay, the costs for typical operations, including join, leave, fast-forward, rewind, and random-seek are all sub-linear to the client population. The model also seamlessly integrates a smart data scheduling algorithm using linear network coding, yielding fast and robust downloading from multiple suppliers. Our simulation results show that the DSL-based overlay is highly scalable. It delivers reasonably smooth playback with diverse client interactivities, while keeping the computation and bandwidth overheads low.
Applications, Protocol architecture
Dan Wang, Jiangchuan Liu, "A Dynamic Skip List-Based Overlay for On-Demand Media Streaming with VCR Interactions", IEEE Transactions on Parallel & Distributed Systems, vol.19, no. 4, pp. 503-514, April 2008, doi:10.1109/TPDS.2007.70748
[1] R. Ahlswede, N. Cai, S. Li, and R. Yeung, “Network Information Flow,” IEEE Trans. Information Theory, vol. 46, pp. 1204-1216, July 2000.
[2] K. Almeroth and M.H. Ammar, “The Use of Multicast Delivery to Provide a Scalable and Interactive Video-on-Demand Service,” IEEE J. Selected Areas in Comm., vol. 14, no. 6, pp. 1110-1122, Aug. 1996.
[3] J. Aspnes and G. Shah, “Skip Graphs,” Proc. 14th Ann. ACM-SIAM Symp. Discrete Algorithms (SODA '03), Jan. 2003.
[4] S. Banerjee, B. Bhattacharjee, and C. Kommareddy, “Scalable Application Layer Multicast,” Proc. ACM SIGCOMM '02, Aug. 2002.
[5] M. Castro, P. Drushel, A. Kermarrec, A. Nandi, A. Rowstron, and A. Singh, “SplitStream: High-Bandwidth Multicast in Cooperative Environments,” Proc. 19th ACM Symp. Operating Systems Principles (SOSP '03), Oct. 2003.
[6] Y. Chu, S. Rao, and H. Zhang, “A Case for End System Multicast,” Proc. ACM SIGMETRICS '00, June 2000.
[7] T. Cormen, C. Leiserson, R. Rivest, and C. Stein, Introduction to Algorithms, second ed. MIT Press, 2001.
[8] Y. Cui, B. Li, and K. Nahrstedt, “oStream: Asynchronous Streaming Multicast in Application-Layer Overlay Networks,” IEEE J. Selected Areas in Comm., vol. 22, no. 1, pp. 91-106, Jan. 2004.
[9] H. Deshpande, M. Bawa, and H. Garcia-Molina, “Streaming Live Media over Peer-to-Peer Network,” technical report, Stanford Univ., 2001.
[10] T. Do, K. Hua, and M. Tantaoui, “P2VoD: Providing Fault Tolerant Video-on-Demand Streaming in Peer-to-Peer Environment,” Proc. IEEE Int'l Conf. Comm. (ICC '04), June 2004.
[11] C. Gkantsidis and P. Rodriguez, “Network Coding for Large Scale Content Distribution,” Proc. IEEE INFOCOM '05, Mar. 2005.
[12] Y. Guo, K. Suh, J. Kurose, and D. Towsley, “P2Cast: Peer-to-Peer Patching Scheme for VoD Service,” Proc. 12th Int'l World Wide Web Conf. (WWW '03), May 2003.
[13] N. Harvey, M. Jones, S. Saroiu, M. Theimer, and A. Wolman, “SkipNet: A Scalable Overlay Network with Practical Locality Properties,” Proc. Fourth Usenix Symp. Internet Technologies and Systems (USITS '03), Mar. 2003.
[14] T. Hastie, R. Tibshirani, and J. Friedman, The Elements of Statistical Learning: Data Mining, Inference and Predication. Springer, 2001.
[15] M. Hefeeda and B. Bhargava, “On-Demand Media Streaming over the Internet,” Proc. Ninth IEEE Int'l Workshop Future Trends of Distributed Computing Systems (FTDCS '03), May 2003.
[16] T. Ho, R. Koetter, M. Medard, D. Karger, and M. Effros, “The Benefits of Coding over Routing in a Randomized Setting,” Proc. IEEE Int'l Symp. Information Theory (ISIT '03), June 2003.
[17] A. Hu, “Video-on-Demand Broadcasting Protocols: A Comprehensive Study,” Proc. IEEE INFOCOM '01, Apr. 2001.
[18] D. Kostic, A. Rodriguez, J. Albrecht, and A. Vahdat, “Bullet: High Bandwidth Data Dissemination Using an Overlay Mesh,” Proc. 19th ACM Symp. Operating Systems Principles (SOSP '03), Oct. 2003.
[19] Z. Li, B. Li, D. Jiang, and L. Lau, “On Achieving Optimal Throughput with Network Coding,” Proc. IEEE INFOCOM '05, Mar. 2005.
[20] W. Liao and V. Li, “The Split and Merge Protocol for Interactive Video-on-Demand,” IEEE Multimedia, vol. 4, no. 4, pp. 51-62, Oct. 1997.
[21] H. Ma, K. Shin, and W. Wu, “Best-Effort Patching for Multicast True VoD Service,” Kluwer Multimedia Tools and Applications, vol. 26, no. 1, pp. 101-122, 2005.
[22] M. Medard, S. Acedanski, S. Deb, and R. Koetter, “How Good Is Random Linear Coding Based Distributed Networked Storage,” Proc. First Workshop Network Coding, Theory, and Applications (NETCOD '05), Apr. 2005.
[23] R. Motwani and P. Raghavan, Randomized Algorithms. Cambridge Univ. Press, 1995.
[24] V. Padmanabhan, H. Wang, P. Chou, and K. Sripanidkulchai, “Distributing Streaming Media Content Using Cooperative Networking,” Proc. 12th Int'l Workshop Network and Operating System Support for Digital Audio and Video (NOSSDAV '02), May 2002.
[25] W. Pugh, “Skip Lists: A Probabilistic Alternative to Balanced Trees,” Comm. ACM, vol. 33, no. 6, pp. 668-676, June 1990.
[26] D. Qiu and R. Srikant, “Modeling and Performance Analysis of BitTorrent-Like Peer-to-Peer Networks,” Proc. ACM SIGCOMM '04, Aug. 2004.
[27] R. Rejaie and A. Ortega, “PALS: Peer-to-Peer Adaptive Layered Streaming,” Proc. 13th Int'l Workshop Network and Operating Systems Support for Digital Audio and Video (NOSSDAV '03), June 2003.
[28] P. Rodriguez, C. Gkantsidis, and J. Miller, “Comprehensive View of a Live Network Coding P2P System,” Proc. ACM/Usenix Internet Measurement Conf. (IMC '06), Oct. 2006.
[29] H. Shojania and B. Li, “Parallelized Progressive Network Coding with Hardware Acceleration,” Proc. 15th IEEE Int'l Workshop Quality of Service (IWQoS '07), June 2007.
[30] D. Tran, K. Hua, and T. Do, “A Peer-to-Peer Architecture for Media Streaming,” IEEE J. Selected Areas in Comm., vol. 22, no. 1, pp. 121-133, Jan. 2004.
[31] Y. Wang, J. Ostermann, and Y.-Q. Zhang, Video Processing and Communications. Prentice Hall, 2001.
[32] M. Wang and B. Li, “How Practical Is Network Coding,” Proc. 14th IEEE Int'l Workshop Quality of Service (IWQoS '06), June 2006.
[33] B. Wildemuth, G. Marchionini, M. Yang, G. Geisler, T. Wilkens, A. Hughes, and R. Gruss, “How Fast Is Too Fast? Evaluating Fast Forward Surrogates for Digital Video,” Proc. Joint Conf. Digital Libraries (JCDL '03), May 2003.
[34] H. Yin, C. Lin, F. Qiu, and D. Wu, “TrustStream: A Novel Secure and Scalable Media Streaming Architecture,” Proc. 13th ACM Int'l Conf. Multimedia (Multimedia '05), Nov. 2005.
[35] E. Zegura, K. Calvert, and S. Bhattacharjee, “How to Model an Internetwork,” Proc. IEEE INFOCOM '96, Mar. 1996.
[36] X. Zhang, J. Liu, B. Li, and T.-S.P. Yum, “CoolStreaming/DoNet: A Data-Driven Overlay Network for Peer-to-Peer Live Media Streaming,” Proc. IEEE INFOCOM '05, Mar. 2005.
[37] M. Zhou and J. Liu, “Tree-Assisted Gossiping for Overlay Video Distribution,” Kluwer Multimedia Tools and Applications, 2005.
[38] Y. Zhu, B. Li, and J. Guo, “Multicast with Network Coding in Application Layer Overlay Networks,” IEEE J. Selected Areas in Comm., vol. 22, no. 1, pp. 107-120, Jan. 2004.
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