An Algorithm for Calculating Web Video Download Rate Based on Data Acquisition System

被引:0
|
作者
Chen, Xin [1 ]
He, Dazhong [1 ]
Wang, Huan [2 ]
机构
[1] Beijing Univ Posts & Telecommun, Beijing Lab Adv Informat Networks, Beijing Key Lab Network Syst Architecture & Conve, Beijing, Peoples R China
[2] Haohandata Technol Co Ltd, Beijing, Peoples R China
来源
PROCEEDINGS OF 2017 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATIONS (ICCC) | 2017年
基金
中国国家自然科学基金;
关键词
ideo download rate; data acquiring system; flow characteristics;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In the era of information explosion, a monotonically increasing amount of video data is produced every day. Calculating the web video download rate to simulate user perception quickly and accurately has become a valuable issue. The web video traffic was captured from broadband network users and analyzed by our own data acquiring system. In this paper, we described the data acquiring system and proposed four algorithms to calculate the video download rate based on the text log data, and then analyzed the accuracy of the algorithms to select the most reasonable one through the comparisons with conventional method. In addition, this paper also proposed a scheme that can quickly distinguish video data from other types of web traffic with a few log information instead of parsing the HTTP content. Through our experiments, the selected algorithm was proved to be reasonable, convenient and efficient.
引用
收藏
页码:762 / 766
页数:5
相关论文
共 50 条
  • [2] A web-based data acquisition system
    Shen, IC
    Huang, KN
    Young, MS
    IEEE EMBS APBME 2003, 2003, : 96 - 97
  • [3] Web services based data acquisition system implementation
    Venkatesh, S
    Gokak, AM
    Bindhumadhava, BS
    ISWS '05: Proceedings of the 2005 International Symposium on Web Services and Applications, 2005, : 75 - 83
  • [4] Anticipatory Download Scheduling in Wireless Video Streaming with Uncertain Data Rate Prediction
    Draexler, Martin
    Blobel, Johannes
    Karl, Holger
    2015 8TH IFIP WIRELESS AND MOBILE NETWORKING CONFERENCE (WMNC), 2015, : 136 - 143
  • [5] Data Acquisition System Based on Hybrid Filtering Algorithm
    Tang, Wanzhe
    Zhang, Danhong
    Sun, Yinghui
    Guan, Tingliang
    Li, Gang
    Xiang, Zhao
    2020 CHINESE AUTOMATION CONGRESS (CAC 2020), 2020, : 4607 - 4612
  • [6] The design and development of a Web-based data acquisition system
    Kumar, BR
    Sridharan, K
    Srinivasan, K
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2002, 51 (03) : 427 - 432
  • [7] GPRS and WEB based data acquisition system for greenhouse environment
    Institute of Environment and Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing 100081, China
    不详
    不详
    Nongye Gongcheng Xuebao, 2006, 6 (131-134):
  • [8] Data Relay System Data Download Scheduling Algorithm for Earth Observation Satellites
    Liang, Zhipeng
    Liu, Lixiang
    Jiang, Joshua Wilson
    Guo, Jian
    Zhang, Yahang
    Yan, Hongcheng
    2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION, NETWORKS AND SATELLITE (COMNETSAT), 2017, : 14 - 20
  • [9] A Data Acquisition System based on high sampling rate oscilloscopes
    Bourlis, G.
    Avgitas, T.
    Leisos, A.
    Manthos, I.
    Tsirigotis, A.
    Tzamarias, S. E.
    20TH PAN-HELLENIC CONFERENCE ON INFORMATICS (PCI 2016), 2016,
  • [10] Web-based data acquisition
    Xu-dong Hu
    Hong Yu
    Ying Chen
    Journal of Zhejiang University-SCIENCE A, 2002, 3 (2): : 135 - 139