| Presentation | 2020-11-26 A study on Estimation of Retransmission Rate of Background Traffic with Scan Response Delay of Network Scan Kenta Suzuki, Takuya Kurihara, Kazuto Yano, Yoshinori Suzuki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, in order to find vulnerable IoT devices for cyber-attacks, network scans have been required. In existing network scan application for a wide area of the Internet, this scanner performs the network scan as possible as quickly in order to scan a lot of devices. However, when performing the network scan toward wireless networks especially LPWA, the network may easily be congested due to scan traffic, which lead QoS degradation of background traffic due to occurring retransmission. Therefore, network scanner needs to keep the retransmission rate of the background traffic at an allowable level, with estimating the retransmissions considering the difference of network situation of each scan target network .In this paper, we propose a method to estimate the retransmission rate of the background traffic from a scan response delay based on an empirical analysis through computer simulations considering a Wi-SUN sensor network with two different network situations. First, through this analysis, we confirm that a regression function can be derived using the least-squares method for the mean of the scan response delay and the retransmission rate. Next, from the results of the analysis, we introduce two types of estimator to estimate the retransmission rate of the background traffic from the scan response delay and the regression functions. One aims to estimate the situation of the target network from the distribution of the scan response delay. The other aims to estimate the retransmission rate of the background traffic in the target network. We evaluate the estimation accuracy of the retransmission rate using the proposed method. We confirm that the proposed method can estimate the retransmission rate of the target network with the average error of lower than 5.5% regardless of the situation of the target network and the scan rate. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Network scan / Wi-SUN / Traffic QoS estimation / Network simulation |
| Paper # | NS2020-79 |
| Date of Issue | 2020-11-19 (NS) |
| Conference Information | |
| Committee | NS / ICM / CQ |
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| Conference Date | 2020/11/26(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Virtual Conference |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Network quality, Network measurement/management, Network virtualization, Network service, Blockchain, Security, Network intelligence, etc. |
| Chair | Akihiro Nakao(Univ. of Tokyo) / Kazuhiko Kinoshita(Tokushima Univ.) / Hideyuki Shimonishi(NEC) |
| Vice Chair | Tetsuya Oishi(NTT) / Yoichi Sato(NEC) / Haruo Ooishi(NTT) / Jun Okamoto(NTT) / Takefumi Hiraguri(Nippon Inst. of Tech.) |
| Secretary | Tetsuya Oishi(NTT) / Yoichi Sato(Chuo Univ.) / Haruo Ooishi(NTT) / Jun Okamoto(Bosco) / Takefumi Hiraguri(Doshisha Univ.) |
| Assistant | Shinya Kawano(NTT) / Tetsuya Uchiumi(Fujitsu Lab.) / Yoshiaki Nishikawa(NEC) / Takuto Kimura(NTT) / Ryoichi Kataoka(KDDI Research) |
| Paper Information | |
| Registration To | Technical Committee on Network Systems / Technical Committee on Information and Communication Management / Technical Committee on Communication Quality |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study on Estimation of Retransmission Rate of Background Traffic with Scan Response Delay of Network Scan |
| Sub Title (in English) | |
| Keyword(1) | Network scan |
| Keyword(2) | Wi-SUN |
| Keyword(3) | Traffic QoS estimation |
| Keyword(4) | Network simulation |
| 1st Author's Name | Kenta Suzuki |
| 1st Author's Affiliation | Advanced Telecommunications Research Institute International(ATR) |
| 2nd Author's Name | Takuya Kurihara |
| 2nd Author's Affiliation | Advanced Telecommunications Research Institute International(ATR) |
| 3rd Author's Name | Kazuto Yano |
| 3rd Author's Affiliation | Advanced Telecommunications Research Institute International(ATR) |
| 4th Author's Name | Yoshinori Suzuki |
| 4th Author's Affiliation | Advanced Telecommunications Research Institute International(ATR) |
| Date | 2020-11-26 |
| Paper # | NS2020-79 |
| Volume (vol) | vol.120 |
| Number (no) | NS-257 |
| Page | pp.pp.20-25(NS), |
| #Pages | 6 |
| Date of Issue | 2020-11-19 (NS) |