| Presentation | 2014-05-15 A Study for Detection of User Terminal Operations by Classifying Time-Series Packets Data Pattern Erika ASHIKAGA, Shigekuni KONDO, Motonori TAMAKI, Takuya INDO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Researches of lifelog obtained at office area (so-called "office-lifelog") have attracted attention in recent years. The purpose of our research is to utilize office-lifelog for the troubleshooting of network or networked terminals. In the troubleshooting, since what kind of operation has been executed is important information, we have studied about detecting operation of the user terminal before a trouble. In this paper, we propose a method of classify their time-series packets data pattern according to operations of the user terminal by calculating traffic per network protocols from packets data captured at office network. The results of experiment show that the operations of accessing to PC peripherals, modifying network configuration, and booting a terminal are able to be classified. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | terminal operations / packets data / time-series / pattern classification |
| Paper # | LOIS2014-4 |
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| Conference Information | |
| Committee | LOIS |
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| Conference Date | 2014/5/8(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Life Intelligence and Office Information Systems (LOIS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study for Detection of User Terminal Operations by Classifying Time-Series Packets Data Pattern |
| Sub Title (in English) | |
| Keyword(1) | terminal operations |
| Keyword(2) | packets data |
| Keyword(3) | time-series |
| Keyword(4) | pattern classification |
| 1st Author's Name | Erika ASHIKAGA |
| 1st Author's Affiliation | NTT Service Evolution Laboratories() |
| 2nd Author's Name | Shigekuni KONDO |
| 2nd Author's Affiliation | NTT Service Evolution Laboratories |
| 3rd Author's Name | Motonori TAMAKI |
| 3rd Author's Affiliation | NTT Service Evolution Laboratories |
| 4th Author's Name | Takuya INDO |
| 4th Author's Affiliation | NTT Service Evolution Laboratories |
| Date | 2014-05-15 |
| Paper # | LOIS2014-4 |
| Volume (vol) | vol.114 |
| Number (no) | 32 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |