Data-Prefetching Scheme Based on Playback Delay and Positioning Satisfaction in Peer-To-Peer Video-On-Demand System

被引:1
|
作者
Wang, Lei [1 ,2 ]
Li, Xiaorui [1 ,2 ]
Liu, Yaqiu [1 ,3 ]
Gui, Guan [1 ]
机构
[1] Nanjing Univ Posts & Telecommun, Natl & Local Joint Engn Lab RF Integrat & Microas, Nanjing 210003, Jiangsu, Peoples R China
[2] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Jiangsu, Peoples R China
[3] Shanghai Radio Monitoring Stn, Shanghai 200031, Peoples R China
来源
SENSORS | 2018年 / 18卷 / 03期
基金
中国国家自然科学基金;
关键词
video-on-demand (VoD); video cassette recorder (VCR); multiple-attribute decision-making (MADM); playback delay; positioning satisfaction;
D O I
10.3390/s18030816
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
As one of the most important applications in peer-to-peer (P2P) networks, the video-on-demand (VoD) system freely supports video cassette recorder (VCR) operation for users. However, the users may experience significant playback delay after frequent VCR operations in the VoD system, which will affect the quality of experience (QoE) of the users. Hence, selecting an appropriate data-prefetching strategy to support better VCR operation is an important approach to improve the QoE. This paper proposes a data-prefetching strategy (DSA) to determine the most suitable anchor interval by considering the playback delay and positioning satisfaction. According to the DSA, we use the multiple-attribute decision-making (MADM) theory to model the selection of intervals of prefetching data blocks (i.e., anchor interval) and the technique for ordering preference by similarity to an ideal solution (TOPSIS) algorithm to solve the MADM. The simulation results show that the DSA strategy obtains higher positioning satisfaction than the existing schemes, which is approximately 60% higher than the anchor points, popular parts of video, and user interests (API)-based method. Moreover, with the increase in network bandwidth, the DSA strategy can minimize the playback delay after VCR operation using relative few extra bandwidths.
引用
收藏
页数:13
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