Browse > Article
http://dx.doi.org/10.9708/jksci.2012.17.6.145

Fast Distributed Network File System using State Transition Model in the Media Streaming System  

Woo, Soon (Dept. of Network Centric Warfare, AJou University)
Lee, Jun-Pyo (Software R&D Lab., LIGNex1)
Publication Information
Journal of the Korea Society of Computer and Information / v.17, no.6, 2012 , pp. 145-152 More about this Journal
Abstract
Due to the large sizes of streaming media, previous delivery techniques are not providing optimal performance. For this purpose, video proxy server is employed for reducing the bandwidth consumption, network congestion, and network traffic. This paper proposes a fast distributed network file system using state transition model in the media streaming system for efficient utilization of video proxy server. The proposed method is composed of three steps: step 1. Training process using state transition model, step 2. base and decision probability generation, and step 3. storing and deletion based on probability. In addition, storage space of video proxy server is divided into each segment area in order to store the segments efficiently and to avoid the fragmentation. The simulation results show that the proposed method performs better than other methods in terms of hit rate and number of deletion. Therefore, the proposed method provides the lowest user start-up latency and the highest bandwidth saving significantly.
Keywords
Streaming service; Video proxy server; Network file system;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
1 Weitao Ha, "Achievement of Proxy Cache System for Streaming Media Based on Patch Algorithm," Proc. of Int. Conf. on Computational Intelligence and Security, pp. 1422-1424, Dec. 2011.
2 Famaey J., Wauters T., and De Turck F., "On the merits of popularity prediction in multimedia content caching," Proc. of IEEE Int. Symp. on Integrated Network Management, pp. 17-24, May 2011.
3 Kuan Sheng Hsueh and Sheng De Wang, "A Packet based Caching Proxy with Loss Recovery for Video Streaming," Proc. of Int. Symp. on Dependable Computing, pp. 185-190, 2002.
4 Songqing Chen, Bo Shen, Wee S., and Xiaodong Zhang, "Segment-based streaming media proxy: modeling and optimization," IEEE Trans. on Multimedia, Vol. 8, pp. 243-256, 2006.   DOI   ScienceOn
5 Christian Spielvogel and Laszlo Boszormenyi, "Quality-of-Service based video replication," Proc. of Int. Workshop. on Semantic Media Adaptation and Personalization, pp.21-26, 2007.
6 Liu Jie, Liu Yi-na, Cheng Ling-ling, and Tao Jun-cai, "Peer Caching Algorithm Based on Global Segment Popularity for P2P VoD System," Proc. of Computer Science and Information Engineering, Vol. 1, pp. 140-144, July 2009.
7 S. Jin and A. Bestavros, "Popularity-aware greedy dual-size web proxy caching algorithms," Proc. of 20th IEEE Intl. Conf. Distributed Computing Systems (ICDCS), Taipei, Taiwan, pp. 254-261, April 2000.
8 Songqing Chen, Haining Wang, Xiaodong Zhang Shen B, and Wee S, "Segment-based proxy caching for Internet streaming media delivery," IEEE Trans. on Multimedia, Vol. 12, pp. 59-67, Sept. 2005.   DOI   ScienceOn
9 Ching-Lung Chang, Xan-Hua Hsieh, and Wei-Ming Chen, "The design of video streaming proxy in high-speed train," Proc. of Int. Conf. on Information Networking, pp. 437-441, Feb. 2012.
10 Yuan-Tse Yu and Sheau-Ru Tong, "An Adaptive Suffix-Window Caching Scheme for CM Proxy Server," Proc. of Int. Conf. on Network-Based Information Systems, pp. 70-77, Sept. 2010.
11 Chong Deuk Lee, "Segment-based Buffer Management for Multi-level Streaming Service in the Proxy System," Journal of the Korea Society of Computer and Information, v.15, no.11, pp.135-142, Nov. 2010.   과학기술학회마을   DOI
12 Eun Sam Kim, "An Efficient Data Migration/Replication Scheme in a Large Scale Multimedia Server," Journal of the Korea Society of Computer and Information, v.14, no.5, pp.37-44, 2009.   과학기술학회마을