| Presentation | 2015-11-13 Inferring the Number of Accesses to Internet Services using DNS Traffic Akihiro Shimoda, Keisuke Ishibashi, Shigeaki Harada, Kazumichi Sato, Masayuki Tsujino, Takeru Inoue, Masaki Shimura, Takanori Takebe, Kazuki Takahashi, Tatsuya Mori, Shigeki Goto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Popularity ranking of Internet services is an important metric for network operators. Lately, Internet service identification of a given flow has become very difficult due to the rapid growth of CDNs and/or encrypted traffic, while some research works employed preceding DNS traffic as a hint. However, because of its cache mechanism, the DNS message count deviates from the actual number of flows, which can greatly degrade the ranking reliability. We propose a theoretical model for inferring the user's number of accesses per domain name by exploiting the characteristics of the DNS message count. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | DNS / Network flows / Poisson Distribution |
| Paper # | IA2015-63 |
| Date of Issue | 2015-11-05 (IA) |
| Conference Information | |
| Committee | IA |
|---|---|
| Conference Date | 2015/11/12(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | NARITA VIEW HOTEL |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | IA2015 - Workshop on Internet Architecture and Applications 2015, Co-hosted with ITRC meet38 as Asia Internet Technology Joint Symposium |
| Chair | Ken-ichi Yoshida(Univ. of Tsukuba) |
| Vice Chair | Hiroyuki Osaki(Kwansei Gakuin Univ.) / Masahiro Jibiki(NICT) / Yutaka Nakamura(Kyushu Inst. of Tech.) |
| Secretary | Hiroyuki Osaki(Tokyo Inst. of Tech.) / Masahiro Jibiki(Osaka Univ.) / Yutaka Nakamura |
| Assistant | Yuichiro Hei(KDDI R&D Labs.) / Hiroshi Yamamoto(Ritsumeikan Univ.) / Toshiki Watanabe(NEC) |
| Paper Information | |
| Registration To | Technical Committee on Internet Architecture |
|---|---|
| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Inferring the Number of Accesses to Internet Services using DNS Traffic |
| Sub Title (in English) | |
| Keyword(1) | DNS |
| Keyword(2) | Network flows |
| Keyword(3) | Poisson Distribution |
| 1st Author's Name | Akihiro Shimoda |
| 1st Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| 2nd Author's Name | Keisuke Ishibashi |
| 2nd Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| 3rd Author's Name | Shigeaki Harada |
| 3rd Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| 4th Author's Name | Kazumichi Sato |
| 4th Author's Affiliation | NTT Communications Corporation(NTT Communications) |
| 5th Author's Name | Masayuki Tsujino |
| 5th Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| 6th Author's Name | Takeru Inoue |
| 6th Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| 7th Author's Name | Masaki Shimura |
| 7th Author's Affiliation | Waseda University(Waseda Univ.) |
| 8th Author's Name | Takanori Takebe |
| 8th Author's Affiliation | Waseda University(Waseda Univ.) |
| 9th Author's Name | Kazuki Takahashi |
| 9th Author's Affiliation | Waseda University(Waseda Univ.) |
| 10th Author's Name | Tatsuya Mori |
| 10th Author's Affiliation | Waseda University(Waseda Univ.) |
| 11th Author's Name | Shigeki Goto |
| 11th Author's Affiliation | Waseda University(Waseda Univ.) |
| Date | 2015-11-13 |
| Paper # | IA2015-63 |
| Volume (vol) | vol.115 |
| Number (no) | IA-307 |
| Page | pp.pp.129-134(IA), |
| #Pages | 6 |
| Date of Issue | 2015-11-05 (IA) |