用户名: 密码: 验证码:
P2P媒体服务系统研究
详细信息    本馆镜像全文|  推荐本文 |  |   获取CNKI官网全文
摘要
中国互联网络信息中心(CNNIC)统计显示,截至2009年6月,中国网民和宽带用户规模均已至世界首位,网络视频用户超过2亿。宽带用户规模的急剧扩大极大推动了宽带网络的应用需求,媒体服务业务作为宽带网络的重要应用,成为信息产业新的增长点,蕴育出巨大的商机,对媒体服务系统及其关键技术的研究具有重要现实意义和广阔应用前景。媒体服务系统中媒体数据的存储、分发与共享是关键技术之一,基于共享的P2P技术在此方面具有极大的优势,成为当前国内外的研究热点。
     现有P2P技术有三种典型体系结构:集中目录式结构,缺点是易造成单点故障,可靠性和安全性较低,不适合大规模网络应用;纯P2P网络结构,缺点是信息搜索效率较低,带宽消耗大,易造成网络拥塞甚至不稳定,不能提供QOS保证;混合式P2P网络结构,缺点是对超级节点依赖性大,容错性受到一定影响。
     本文提出了一种基于多级P2P架构的媒体服务系统,实验床上的实际测试表明,多级P2P架构具有较好的服务性能。此架构中有五类分布式P2P节点:中心媒体节点(CMS)、目录服务节点(DS)、边缘媒体节点(EMS)、媒体分发缓冲节点(MDC)和媒体终端节点(HMT)。五类节点组成了双层P2P网络:城域网P2P媒体数据存储分发网络与驻地网P2P媒体数据存储、分发与服务网络,提供媒体数据的部署/缓存、存储、分发与共享等功能。在第一层(城域)P2P网络中,利用基于Kautz图拓扑的结构组织各分布式节点,在第二层(驻地)P2P网络中,利用边缘媒体节点(EMS)的双重特性结合媒体终端节点(HMT)的特殊服务性能,提供QOS保证,同时使得系统具有较高的整体服务性能。理论分析和验证实验均证明多级P2P架构所体现的优越性及先进性。
     在多级P2P媒体数据分发服务网络中,对媒体数据进行一定策略的部署/缓存,可以进一步提高系统的数据共享效率及服务性能,现有的数据部署/缓存方法,大都基于某一特定环境实现,具有一定的局限性,对于P2P网络来说,暂未有显著的有效方法,本文提出了一种多级P2P网络中媒体数据的部署/缓存方法,该方法基于网络中媒体数据的请求特性,并结合各分布式节点的行为统计结果,在分析得出数据的生命周期、衰减状态等基础上,给出数据的缓存期望值和定位节点,最终实现数据的部署/缓存,可以达到全网范围内较为高效的数据分布,提供较高效率的数据共享功能,并明显提高了统的服务性能。实验床上的实际测试表明在多级P2P数据分发与服务网络中,应用此数据部署/缓存方法,会显著提高系统的服务性能。同时,本文提出了一种多级P2P网络中的媒体数据请求模型,给出了模型的参数及各相关变量及函数定义,作为数据部署/缓存的重要参考依据。
     在几个关键方法的研究成果之上,本文构建了一个具有典型代表性的P2P媒体服务原型系统-基于多级P2P架构的视频多媒体点播系统,设计并实现了各分布式节点及主要业务流程。在CNGI(国家下一代互联网)示范网上部署了200个节点,添加了必要的支撑环境以后,验证系统成功完成了试运营。验证系统的实际测试数据证明了本文研究成果的有效性及先进性。
It was reported by China Internet Network Information Center(CNNIC) that the number of network users and broadband users in China ranks No.1 in the world up to June 2009 and there are more than 200 million network video users. The fast increasing of broadband network users is a great impetus to the broadband network services. As one of the most important network services, the video service creates many new business opportunities, provides a great perspective for the video service system and its key technologies and is a fast growing spot of the information industry. The media data storage, distribution and sharing technology is critical for a video service system. The sharing-based P2P (peer-to-peer) technology is a very good candidate to realize the media data storage, distribution and sharing, and has caught much attention recently.
     There are 3 typical architectures of P2P technology. The first one is the centralized directory architecture, which is vulnerable to single node failure, suffers from the poor reliability and security, and cannot be implemented in the large scale networks. The second one is the pure P2P network architecture, which occupies much network bandwidth, may easily result in network congestions and even network break-down, and cannot provide any performance guarantee. The third one is the hybrid P2P network architecture, which strongly depends on the super nodes and whose fault tolerability could be weak.
     The present thesis proposes a new multi-level P2P architecture for video service systems. The superiority of the multi-level P2P architecture is confirmed by the experiments on a testbed. Under the new multi-level P2P architecture, there are 5 types of nodes, including central media servers (CMS), directory servers (DS), media distribution centers (MDC), edge media nodes (EMS) and home media terminals (HMT)。These 5 types of nodes compose a dual-layer P2P network, which comprise a wide area P2P media content storage and distribution network and a local area P2P media content storage, distribution and service network. In the first level (wide area) P2P network, the distributed nodes are organized according to the structure of the Kautz graph. In the second level (local area) network, the dual characters of the edge media nodes and the special service capability of the home media terminal nodes are integrated to improve the overall system's service performance and provides QoS guarantee. The excellence of the multi-level P2P architecture is shown by both the theoretical analysis and the experiments.
     In the multi-level P2P media data distribution service networks, deploying and caching the media data can improve the efficiency of the data sharing and the overall system performance. The available data deploying and caching strategies are often designed for certain environments and have limited usage. We have not seen any efficient strategy for P2P networks. The present thesis proposes a new media data deploying and caching method for multi-level P2P networks, which is built upon the data request property of media data in networks. The new method derives the life period and status of media data based on the statistical behavior of distributed nodes, gives the expectation of the cached data and the positioning node, realizes the final data deployment and caching, achieves the more efficient data distribution in the overall network, provides the more effective data sharing service and significantly improves the systems performance. It has been shown by the experiments in a testbed that the new media data deploying and caching method can greatly improve the system's QoS in the multi-level P2P data distribution and service networks. Moreover, the present thesis proposes a new media data request model for the multi-level P2P networks and defines the critical parameters and functions of the concerned model. The given model can serve as an important reference for the data deployment and caching.
     Based on the achieved results, the present thesis builds a typical P2P media data service prototype system, "A Video-On-Demand System based on the Multi-Level P2P Architecture", designs and realizes all distributed nodes and the major business processes. Furthermore,200 nodes are deployed in the CNGI (Chinese Next Generation Internet) demon network to construct a verifying system under the proposed multi-level P2P architecture. The verifying system has passed the test run. The results of the verifying system confirm the effectiveness and efficiency of the .achieved results.
引文
[Airiau2006]Airiau S, Sen S, Dasgupta P, Effect of Joining Decisions on Peer Clusters,The 5th International Joint Conference on Autonomous Agents and Multiagent System,2006.7, 199-209
    [Amir2008]Amir Modarresi, Ali Mamat2, Hamidah Ibrahim2, Norwati Mustapha, A Community-Based Peer-to-Peer Model Based on Social Networks, IJCSNS International Journal of Computer Science and Network Security, April 2008, VOL.8, No.4,272-277
    [AnSQ2009]安世全.高涛,丁进标,非结构对等网络中一种有效的资源搜索策略,主算机应用,2009.11, Vol.29, No.11,2881-2883
    [Ardizzone2006]E. Ardizzone, L. Gatani, M. La Cascia, G. Lo Re and M. Ortolani, A P2P Architecture for Multimedia Content Retrieval, Lecture Notes in Computer Science. 2006.8, VOL.4351,462-474
    [Bridges 1980]Bridges W G,Toueg S, On the impossibility of directed Moore graphs. Journal of Combinatorial theory,series B,1980.11, VOL.29,330~341
    [Castro2002] M.Castro, P. Druschel, A.M. Kermarrec, and A. Rowstron, SCRIBE:A Large-scale and Decentralized Application-level multicast infrastructure. IEEE Journal of Selected Areas in Communictations,2002.5,120-130
    [Chen2008]Jiann-Jone Chen, Chia-Jung Hu, Chun-Rong Su, Scalable Retrieval and Mining With Optimal Peer-to-Peer Configuration, Multimedia, IEEE Transactions on,2008.2, VOL.10, NO.2,209-220
    [ChengXC2007]程新策,李俊,PVoD系统中主动热门影片预部署方案及实现,计算机工程与应用,2007.7, Vol.43,No.25,200-203
    [ChenQ2009]陈起,吴杰,傅维明,钟亦平,P2P流媒体点播系统中的缓存管理方案的研究和实现,计算机应用与软件,2009.2, Vol.26, No.2,94-96
    [Chiang1994]Chiang Wei-kuo,Chen Rong-Jaye, Distributed Fault-Tolerant Routing in Kautz Networks, Journal of parallel and distributed computing,1994.12, VOL.20,99~106
    [CIDSR2010]《第25次中国互联网络发展状况统计报告》(25th China Internet Development Statistics Report),中国互联网络信息中心(CNNIC),2010-1-15, http://www.cnnic.cn/html/Dir/2010/01/15/5767.htm.
    [Clarke1999] I. Clarke, A Distributed Decentralized Information Storage and Retrieval System. M.S. Thesis, Division of Informatics, University of Edinburgh, UK,1999.4,201-215
    [Clarke2001] I. Clarke. B. Wiley, O. Sanberg, T. Hong. Freenet:A Distributed Anonymous
    Information Storage and Retrieval System, International Workshop on Design Issues in Anonymity and Unobservability. Springer-Verlag LNCS 2009.2001.2,222-232
    [Dabek2001] Frank Dabek, M.Frans Kaashoek. Davie Karger, Robert Morris. Ion Stoica, Wide-area cooperative storage with CFS. ACM SOSP 2001,2001.8.412-418
    [Demetrios2007] Demetrios Zeinalipour-Yazti, Vana Kalogeraki and Dimitrios Gunopulos, pFusion:A P2P Architecture for Internet-Scale Content-Based Search and Retrieval, IEEE Transaction on Parallel and Distributed Systems,2007.6, Vol.18, No.6,804-817
    [Druschel2001] P.Druschel and A.Rowstron, PAST:A large-scale, persistent peer-to-peer storage utility, HotOS Ⅷ,2001.5,VOL.14,402-411
    [Duc2004]Duc A. Tran, Kien A. Hua and Tai T. Do, A Peer-to-Peer Architecture for Media Streaming, JOURNAL OF SELECTED AREAS IN COMMUNICATIONS,2004,1-14.
    [Durand2003] Durand M, Flajolet P. LogLog Counting of Large Cardinalities, ALGO'03, 2003.12,166-179
    [Edith2007] Edith Cohen, Amos Fiat, and Haim Kaplan. Associative search in peer to peer networks:Harnessing latent semantics. Computer Networks,2007.6,VOL.5l. NO.8, 1861-1881
    [Fabian2008] Fabian E. Bustamante and QIAO Yi, Designing Less-Structured P2P Systems for the Expected High Churn, IEEE/ACM TRANSACTIONS ON NETWORKING,2008.6, VOL.16, NO.3,617-627.
    [FangY2009]方阳,郑烇,李俊,戴威,基于内容分组与能力匹配的邻居选择算法,计算机仿真,2009.4, Vol.26, No.4,158-161
    [FuK2000]Fu K., Kaashoek M.F., and Mazieres D, Fast and secure distributed read-only file system, USENIX Symposium on Operating Systems Design and Implementation OSDI 2000,2000.6,181-196.
    [Gkantsidis2005]Gkantsidis C, Mihail M, Hybrid Search Schemes for Unstructured Peer-to-Peer Networks. INFOCOM'05.2005.7,99-104
    [GuK2007]谷科,危韧勇(Gu Ke, Wei Reng-yong),对基于CAN的P2P网络模型的改进研究(Improved Research of P2PModel of CAN),小型微型计算机系统(Journal of Chinese Computer Systems),2007.3, Vol.128, No.3,416-420.
    [GuoCM2008]郭春茂,朱明,郑烇,P2P分发网中大容量实时数据传输调度算法,微计算机应用,2008.9, Vol.29, No.9,31-35
    [GuoCM2008]郭春茂,朱明,郑烇,P2P媒体分发网络中的数据下载调度策略,计算机工程,2008.5, Vol.34, No.10,235-237
    [GuoLM2008]郭良敏,杨寿保,郭磊涛等(Guo Liang-ming, Yang Shou-bao, Guo Lei-tao), P2P网络中基于区域划分的超级节点选取机制(Supernode Selection Mechanism Based on District Partition in Peer-to-Peer Networks).小型微型计算机系统(Journal of Chinese Computer Systems),2008.2, Vol.129, No.2,208-212.
    [Hauptmann2001]Hauptmann A. G. and Wei-Hao Lin.2001. Beyond the Informedia digital video library:video and audio analysis for remembering conversations, IEEE Workshop on Automatic Speech Recognition and Understanding,2001.1,296-300
    [Hoang2006]Hoang Xuan-tung and Lee Young-hee, Dual parent multicast graph for failure resilient per-to-peer multimedia streaming, IEEE Consumer Communications and Networking Conference,2006.1,1109-1113.
    [Hose2008]Katja Hose, Armin Roth, Andre Zeitz, Kai-Uwe Sattler and Felix Naumann, A research agenda for query processing in large-scale peer data management systems, Information Systems 2008.11,VOL.33, Issues 7-8,597-610
    [HouZW2009]侯哲威,王青山.丁琳,任留成,基于平衡兴趣树的P2P空间数据服务调度,计算机应用研究,2009.9, Vol.26. No.9,3414-3417
    [Hsiao2006]Ming-Ho Hsiao, Wen-Jiin Tsai and Suh-Yin Lee, Searching the Video:An Efficient Indexing Method for Video Retrieval in Peer to Peer Network, Lecture Notes in Computer Science,2006.8,VOL.4352,175-184
    [H uang WM2009]黄文明,蔡洋,雷领红,朱英,基于幂律分布的结构化P2P覆盖网,计算机工程,2009.4, Vol.35, No.7,119-121
    [HuangZY2005]黄知义,周宁,基于内容视频检索的关键技术研究,现代情报,2005.4,VOL.10, NO.1,126-129
    [HuWZ2009]胡鹜智,徐恪,复树涛,叶明江,TOW.一种新的P2P实时流媒体缓存替换算法,小型微型计算机系统,2009.8, Vol.30, No.8,1484-1489
    [JiangH2009]蒋海,李军,李忠诚(Jiang Hai, Li Jun,Li Zhong-cheng),混合内容分发网络及其性能分析模型(Hybrid Content Distribution Network and Its Performance Modeling),计算机学报(CHINESE JOURNAL OF COMPUTERS),2009.3, Vol.32, No.3,474-482.
    [Karger2003] David Karger, Eric Lehman, Tom Leighton, Matthew Levine, Daniel Lewin, Rina Panigrahy, Consistent Hashing and Random Trees:Distributed Caching Protocols for Relieving Hot Spots on the World Wide Web,29thAnnual ACM Symposium on Theory of Computing,2003,654-663.
    [Kautzl969]Kautz W H, The design of optimum interconnection networks for multiprocessors. Architecture and design of Digital computer. NATO advances summer Institute,1969.9, 249~277
    [KeL]Ke Li. Wanlei Zhou, Shui Yu and Ping Li, Novel Data Management Algorithms in Peer-to-Peer Content Distribution Networks, Lecture Notes in Computer Science, 2007.4, VOL4798,538-543
    [Keleher2002]Pete Keleher, Samrat Bhattacharjee, and Bujor Silaghi, "Are virtualized overlay networks too much of a good thing?". International Workshop on Peer-to-Peer Systems (IPTPS'02),2002.5.512-517
    [Lamport 1982] L.Lamport, R.Shostak. and M. Pease. The byzantine generals problem, ACM Trans, on Program Language and Systems,1982.1,VOL.4, NO.3,382-401
    [LianNX2003]Lian N. X., Tan Y. P. and Chan K. L, Efficient Video Retrieval Using Shot Clustering and Alignment, Proc. of the 4th International Conference on Information, Communications & Signal Processing and Fourth Pacific-Rim Conference on Multimedia: 2003.9,1801-1805
    [LiDS2004]Li Dongsheng, Lu Xicheng, Su Jinshu, Graph-Theoretic Analysis of Kautz Topology and DHT Schemes, IFIP International Conference on Network and Parallel Computing, 2004.4,308~315.
    [LiHL2009]李洪亮,殷保群,郑烇,一种基于负载均衡的数据部署算法,计算机仿真,2009.4.Vol.26. No.4.177-181
    [LiJF2009]李江峰,周兴铭,张晨曦,基于自聚簇的三层结构P2P网络模型,计算机科学,2009.2, Vol.36, No.2.66-69
    [LiJY2005]Li Jinyang, Stribling J, Morris R, et al, A Performance vs. Cost Framework for Evaluating DHT Design Tradeoffs Under Churn, IEEE INFOCOM'05,2005.9,200-212
    [LiL2009]李莉,陈才贤,基于P2P的流媒体系统模型研究,计算机工程与科学,2009.7,Vol.31, No.7,135-138
    [LinHQ2009]林怀清,李之棠,张冶红,陆垂伟,一种无结构P2P网络中的改进泛洪搜索协议,计算机应用研究,2009.10, Vol.26, No.10,3874-3876
    [LiuF2009]刘峰,吴湘宁,P2P网络拓扑模型分析,电脑知识与技术,2009.9, Vol.5, No.27, 7617-7618
    [LiuWT2009]刘文娣,蔡明,有效的结构化P2P信息检索,计算机工程与设计,2009.4.Vol.30, No.16,3787-3790
    [LiuY2009]刘瑜,朱光喜,尹浩等(LiuYu, Zhu Guang-xi, Yin Hao),内容分发网发展综述(Content Delivery/Distribution Networks:Overview),计算机科学(Computer Science), 2009.2, Vol.36, No.2,12-15.
    [LiZP2009]李泽平,卢显良,聂晓文,李林,P2P流媒体中的数据分配算法,计算机研究与发展,2009.8, Vol.46, No.18,1803-1813
    [Lua2005]Lua E K, A Survey and Comparison of Peer-to-peer Overlay Network Schemes, IEEE Communication Surveys & Tutorials,2005.1, Vol.7, No.2,72-93
    [LvQ2002]Lv Qin, Cao Pei, Search and Replication in Unstructured P2P Networks,ICS'02, 2002.9,378-390
    [Magharei2007]Magharei N and Rejaie R, PRIME:Peer-to-peer receiver-driven mesh-based streaming. IEEE 26th Annual IEEE Conference on Computer Communications2007.1. 1415-1423.
    [Malkhi2002] D. Malkhi, M. Naor, and D. Ratajczak.,Viceroy:A scalable and dynamic emulation of the butterfly, Proc. of Principles of Distributed Computing(PODC 2002). 2002.8,128-137
    [MaYQ2008]马玉清,郑烇,基于无比率编码的P2P VoD中数据调度策略,计算机工程,2008.2, Vol.34, No.3,247-250
    [Nafaa 2008] Abdelhamid Nafaa. Sean Murphy and Liam Murphy, Analysis of a Large-Scale VOD Architecture for Broadband Operators:A P2P-Based Solution, IEEE Communications Magazine,2008.11,47-55.
    [Ngo2005]Ngo Chong-Wah, Ma Yu-Fei, Zhang Hong-Jiang, Video Summarization and Scene Detection by Graph Modeling. IEEE Transactions on Circuits and Systems for Video Technology2005.6. VOL.15. NO.2,296-305
    [Odysseas2007]Odysseas Papapetrou,Wolf Siberski, Wolf-Tilo Balke and Wolfgang Nejdl, DHTs over Peer Clusters for Distributed Information Retrieval,21st International Conference on Advanced Networking and Applications (AINA'07),2007.9,84-93
    [Panchapakesan1999]Panchapakesan G., Sengupta A, On a lightwave Network Topology using Kautz Digraphs, IEEE Transaction on Computers,1999.10, VOL.48,NO.10,1131~1138
    [PengK2009]彭凯,武娟,杨宗凯等(Peng Kai, Wu Juan, Yang Zong-kai),基于P2P的流媒体直播技术研究与展望(Research and Prospect on P2P Live Streaming System),计算机科学(Computer Science),2009.1, Vol.36, No.1,10-15.
    [PengZ2009]彭昭,杨宗凯,陈京文等(Peng Zhao, Yang Zong-kai, Chen Jing-wen),种可扩展的P2P流媒体点播服务体系(Design and Evaluation of a Scalable P2P Video on Demand System),小型微型计算机系统(Journal of Chinese Computer Systems).2009.9, Vol.130. No.9,1730-1733.
    [Pirr2008]Giuseppe Pirr.Massimo Ruffolo and Domenico Talia, Advanced semantic search and retrieval in a collaborative peer-to-peer system. Proceedings of the third international workshop on Use of P2P, grid and agents for the development of content networks, Boston,2008.7,65-72
    [Plaxtonl997]C.Creg Plaxton, Rajmohan Rajaraman and Andrea W. Richa, Accessing nearby copies of replicated objects in a distributed environment, ACM Symposium on Parallel Algorithms and Architectures,1997.6,378-391
    [QiWN2009]齐卫宁,王劲林,一种多层次的P2P Vod系统结构,计算机工程与应用,2009.10,Vol.45, No.23,111-114
    [Ratnasamy2001] S. Ratnasamy, P. Francis, M. Handley, R. Karp, and S. Shenker, A scalable content-addressable network. Proceedings of ACM SIGCOMM,2001.7,329-350
    [Ratnasamy2002] Sylvia Ratnasamy, Scott Shenker and Ion Stoica. Routing Algorithms for DHTs:Some Open Questions, First International Workshop on Peer-to-Peer Systems, 2002.1,402-412
    [Reesl999]D.Reed,I.Pratt, P.Menage, S. Early, N. Stratford, Xenoservers:Accounted Execution of Untrusted Code, Workshop on Hot Topics in Operating Systems HotOS 1999,1999.6, 241-255
    [Rhea]Sean Rhea, Chris Wells, Patrick Eaton, Dennis Geels, Ben Zhao, Hakim Weatherspoon, and John Kubiatowicz, Maintenance-Free Global Data Storage, IEEE Internet Computing, 2001.9,181-196
    [Ripeanu2001]M.Ripeanu, Peer-to-peer Architecture Case Study:Gnutella, International Conference on P2P Computing,2001.4,501-512
    [Rowstron2001] Antony Rowstron and Peter Druschel, Pastry:Scalable, decentralized object location and routing for large-scale peer-to-peer systems. IFIP/ACM International Conference on Distributed Systems Platforms(Middleware 2001),2001.3,178-191
    [Rowstron2001] A. Rowstron and P. Druschel, Pastry:Scalable, decentralized object location and routing for large-scale peer-to-peersystems.,18th IFIP/ACM Int'l Conf. on Distributed Systems Platforms(Middleware 2001),2001.6,VOL.17,NO.3,88-91
    [Schoder2003] Detlef Schoder, Kai Fischbach, Peer-to-peer prospects. Communications of the ACM,2003.4, VOL.46,NO.2,27-29
    [Sean2002]Sean C. Rhea, John Kubiatowicz, Probabilistic Location and Routing, IEEE INFOCOM 2002,2002.8,14-25
    [Silaghi2002] Bujor Silaghi, Samrat Bhattacharjee. and Pete Keleher. Routing in the TerraDir Directory Service, SPIE ITCOM'02,2002.8.133-141
    [Sit2002]Emil Sit and Robert Morris, Security Considerations for Peer-to-Peer Distributed Hash Tables, First International Workshop on Peer-to-Peer Systems,2002.1,382-401
    [Sivarajan1994]Sivarajan K N, Ramaswami R, Lightwave Networks Based on de Bruijn Graphs. IEEE/ACM Trans. On Networking,1994.8, VOL.2, NO.1,70~79
    [Stocia2001]Ion Stoica, Robert Morris, David Karger, M.Frans Kaashoek, Hari Balakrishnan, Chord, A Scalable Peer-to-peer Lookup Service for Internet Applications, ACM SIGCOMM 2001,2001.3,134-145
    [Stocia2002]I. Stoica, R. Morris, D. Liben-Nowell, Kaashoek M. F. Karger, D. R. Karger, F. Dabek, and H. Balakrishnan, Chord:A scalable peer-to-peer lookup protocol for Internet applications, IEEE/ACM Trans, on Networking,2002.8,VOL.14,121-126
    [Sylvia2001]Sylvia Ratnasamy, Paul Francis, Mark Handley, Richard Karp, Scott Shenker, A Scalable Content-Addressable Network, ACM SIGCOMM 2001,2001.3,146-153
    [TanYH2010]谭义红,林亚平,欧阳竞成,李彬,超级节点网络中的并行查询和排序机制,计算机工程。2010.1, Vol.36. No.2.97-99
    [Tran2008]Tran, DA., Nguyen, K., Multidimensional information retrieval in peer-to-peer networks. Parallel and Distributed Processing,2008.IEEE International Symposium,2008.4, 1-5
    [WanB2009]万彪,基于双层混合式P2P模型同架构的设计,计算机与数字工程。2009.4,Vol.37, No.10,192-197
    [WanCL2009]万川龙,桑军,向宏,胡海波,基于P2P网络的视频点播系统设计,计算机技术与发展,2009.6, Vol.19, No.6,17-21
    [WangJ2009]王娟,黄鹏辉,朱艳琴,P2P流媒体系统模型及关键技术研究,信息化纵横,2009.9, No.17.1-5
    [WangLL2009]王丽莉,孙波,肖永康,朱小明,结构化P2P资源搜索算法综述,计算机应用研究,2009.10. Vol.26, No.10,3621-3624
    [WangS2008]王嵩,郑烇等,“基于双层P2P架构的视频多媒体点播系统”,电信科学,2008.8, VOL.15,NO.2,145-149
    [WangXM2009] WANG Xiao-ming, YAO Zhong-mei, Dmitri Loguinov, Residual-Based Estimation of Peer and Link Lifetimes in P2P Networks, IEEE/ACM TRANSACTIONS ON NETWORKING,2009.6, VOL.17, NO.3,726-739.
    [WangY2009]王衍,袁睿龛,P2P视频点播系统中数据缓冲策略的优化,清华大学学报(自然科学版)。2009.1, Vol.49, No.7,36-38
    [WeiW2008]魏维,罗时爱,刘凤玉,视频点播中服务器节目替换算法研究,计算机工程与应用,2008.7, Vol.44, No.2,245-248
    [WeiWH2009]魏文红,肖文俊,黄树强,王高才,结构化P2P覆盖网络的Cayley图构造方法研究,计算机科学,2009.4. Vol.36, No.4,81-84
    [Winter2008]Judith Winter, Exploiting XML structure to improve information retrieval in peer-to-peer systems. Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval.2008.6,890-890
    [WuA2009]吴艾.刘心松,李凡,提供可靠服务的P2P流媒体点播系统,电子与信息学报。2009.8, Vol.31, No.10,2294-2298
    [WuGY2009]吴功宜,刘乾,王珺,杨阳,徐敬东,基于文件流行度的无结构P2P网络搜索机制,2009.6, Vol.35, No.12,84-86
    [XiaL2009]夏磊,刘鹏,袁致晓,赵梦欣,P2P环境下存储系统的构架与可靠性分析,计算机技术与发展,2009.9, Vol.19, No.9,80-83
    [XiaQZ2006]夏启志,谢高岗,闵应骅等(Xia Qi-zhi, Xie Gao-gang, Min Ying-hua), IS2P2P:一种基于索引的结构化P2P网络模型(IS2P2P:Index Based Structured P2P Networks),计算机学报(CHINESE JOURNAL OF COMPUTERS),2006.4, Vol.29. No.4,602-610.
    [XiongQC2008]熊庆吕,郑烇,吴刚,基于P2P的的互联网媒体内容分发系统的性能分析,电信科学,2008.4,No.8,38-44
    [Xonia2008]Xonia I O and Alberto L G. Large scale distributed storage and search for a video on demand streaming system,2008 Next Generation Internet Networks and 4th EuroNGI Conference on Next Generation Internet Networks,2008.4,173-180
    [XuF2004]徐非,杨广文,鞠大鹏,基于Peer-to-Peer的分布式存储系统的设计,软件学报,2004.5, Vol.15, No.2,268-277
    [XuJD2010]徐敬东,高立金,刘皎瑶,李潇,张建忠,一种用于无结构P2P网络的搜索算法,计算机工程,2010.2, Vol.36, No.3,86-88
    [XuJ2008]徐锦,朱明,郑烇.3TNet视频点播系统中用户点播行为仿真及应用。计算机科学2008.1, Vol.135, No.11,92-95
    [XuJ2009]徐锦,朱明,郑烇,姜建平,媒体分发网络存储策略优化,计算机工程。2009.3,Vol.35, No.6,275-279
    [XuS2009]许松,非结构化P2P网络拓扑结构的改进机制,计算机工程与应用,2009.12。Vol.45, No.10,110-112
    [YangG2009]杨戈,廖建新,朱晓民等(Yang Ge, Liao Jian-xin, Zhu Xiao-ming),流媒体分发系统关键技术综述(Survey of Key Technologies of the Distribution System for Streaming Media),电子学报(ACTA ELECTRONICA SINICA),2009.1, Vol.37, No. 1,137-145.
    [YaoZM2009] YAO Zhong-Mei, WANG Xiao-Ming, Derek Leonard, Node Isolation Model and Age-Based Neighbor Selection in Unstructured P2P Networks, IEEE/ACM TRANSACTIONS ON NETWORKING.2009.2, VOL.17, NO.1,144-157.
    [YinW2009]殷伟,蒋卓明,陈刚,许春生,基于一簇多超级节点的混合P2P网络模型,计算机工程,2009.1, Vol.35, No.2,112-115
    [YuanJ2004]Yuan Junsong. Tian Qi, Ranganath Surendra, Fast and robust search method for short video clips from large video collection. Proceedings of the 17th International Conference on Pattern Recognition (ICPR'04),2004.7,123-129
    [ZhaoBY2004]Zhao B Y, Huang L, Stribling J, et al. Tapestry:A resilient global-scale overlay for service deployment. IEEE Journal on Selected Areas in Communications (JSAC), 2004.7, VOL.22,NO.1,231-237
    [ZhangLF2009]张立芳,基于遗传算法的P2P流媒体数据调度策略研究,计算机与数字工程,2009.1,No.4,31-34
    [ZhangQF2009]张巧凤,徐新华,非结构化P2P网络资源搜索机制研究,计算机工程与应用,2009.12, Vol.45, No.10,91-93
    [ZhangQY2009]张秋余,邓涛,袁古亭,一种基于激励机制的P2P流媒体数据调度模型,计算机应用,2009.10, Vol.29, No.10,2620-2623
    [ZhanXT2009]詹小涛,在CDN系统中应用P2P技术实现流媒体点播,有线电视技术,2009.1.No.23.78-83
    [ZhongLL2009]钟林林,吕智慧,刘毕升,张世永,基于KAD网络的P2P流媒体点播系统节点路由算法研究与改进,计算机应用与软件,2009.4, Vol.26, No.4,78-81
    [ZhouY2009]周云,万川龙,桑军,胡海波,一种基于P2P的视频点播系统,重庆工学院学报(自然科学版),2009.3, Vol.23, No.3,144-149
    [ZhuangSQ2001] S.Q.Zhuang, B.Y.Zhao, A.D.Joseph, R.Katz, and J.Kubiatowicz, Bayeux:An Architecture for Scalable and Fault-tolerant Wide-area Data Dissemination, International Workshop on Network and Operating Systems Support for Digital Audio and Video NOSSDAV 2001,2001.4,321-333
    [ZhuC2008]朱超,朱明,郑烇,刘海钦,基于多超级节点的PMDN资源搜索策略,2008.8,Vol.25, No.8,131-135
    [ZhuXY2009]朱小勇,倪宏,孙鹏,姚琼,一种基于传输流的视频点播VCR功能实现方法.计算机应用与研究.2009.1, Vol.26, No.1,283-285

© 2004-2018 中国地质图书馆版权所有 京ICP备05064691号 京公网安备11010802017129号

地址:北京市海淀区学院路29号 邮编:100083

电话:办公室:(+86 10)66554848;文献借阅、咨询服务、科技查新:66554700