Research on P2P streaming media identification based on UDP
Several popular P2P networks TV were studied,and their differences in port usage and packet size distribution were analyzed thoroughly.By observing the above characteristics,the conclusions that network TV application employs only one port to generate most of UDP traffic in one communicat period wer...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2012-12-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2012.12.004/ |
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| _version_ | 1841539862296002560 |
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| author | Shi DONG Gang WANG |
| author_facet | Shi DONG Gang WANG |
| author_sort | Shi DONG |
| collection | DOAJ |
| description | Several popular P2P networks TV were studied,and their differences in port usage and packet size distribution were analyzed thoroughly.By observing the above characteristics,the conclusions that network TV application employs only one port to generate most of UDP traffic in one communicat period were summarized,and the UDP packet sizes in various network TV differ significantly.Thus,a method that can identify P2P application’s UDP traffic accurately and effectively was proposed based on extended flow records.Through identifying and verifying the five P2P streaming application traffic which was called Trace data collected from the backbone channel of CERNET (China education and research network) border in Jiangsu Province,and traffic identification results compared with machine learning algorithms show that the proposed method has a high precision rate and recall rate,high time efficient,and not susceptible to the impact of the proportion of the sample. |
| format | Article |
| id | doaj-art-3228255a874149818615094285b2b384 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2012-12-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-3228255a874149818615094285b2b3842025-01-14T06:33:13ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2012-12-0133253459665932Research on P2P streaming media identification based on UDPShi DONGGang WANGSeveral popular P2P networks TV were studied,and their differences in port usage and packet size distribution were analyzed thoroughly.By observing the above characteristics,the conclusions that network TV application employs only one port to generate most of UDP traffic in one communicat period were summarized,and the UDP packet sizes in various network TV differ significantly.Thus,a method that can identify P2P application’s UDP traffic accurately and effectively was proposed based on extended flow records.Through identifying and verifying the five P2P streaming application traffic which was called Trace data collected from the backbone channel of CERNET (China education and research network) border in Jiangsu Province,and traffic identification results compared with machine learning algorithms show that the proposed method has a high precision rate and recall rate,high time efficient,and not susceptible to the impact of the proportion of the sample.http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2012.12.004/UDPP2Ptraffic identificationextended flow records |
| spellingShingle | Shi DONG Gang WANG Research on P2P streaming media identification based on UDP Tongxin xuebao UDP P2P traffic identification extended flow records |
| title | Research on P2P streaming media identification based on UDP |
| title_full | Research on P2P streaming media identification based on UDP |
| title_fullStr | Research on P2P streaming media identification based on UDP |
| title_full_unstemmed | Research on P2P streaming media identification based on UDP |
| title_short | Research on P2P streaming media identification based on UDP |
| title_sort | research on p2p streaming media identification based on udp |
| topic | UDP P2P traffic identification extended flow records |
| url | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2012.12.004/ |
| work_keys_str_mv | AT shidong researchonp2pstreamingmediaidentificationbasedonudp AT gangwang researchonp2pstreamingmediaidentificationbasedonudp |