| Presentation | 2012-08-21 M2M Data Analysis Service System based on Open Source Software Environment Shinji KITAGAMI, Moriki YAMAMOTO, Hisao KOIZUMI, Takuo SUGANUMA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In data analysis of M2M (Machine-to-Machine) service system, it is necessary to satisfy the three requirements of large amounts of data, real-time and deep analysis simultaneously. However, in general, in order to build systems that satisfy these requirements, it is necessary to the introduction of expensive software products such as DSMS (Data Stream Management System). In this paper, we propose a service system for data analysis applied to small-and medium-sized M2M service system, by utilizing open source software environment, such as the R and SQLite. In this study, based on the application scenarios that are intended to be applied to the demand response of the smart grid, we evaluated the effectiveness of the proposed system. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Demand Response / Remote Maintenance / Stream Data Analysis / Accumulated Data Analysis / DSMS / SQLite / R |
| Paper # | SWIM2012-13 |
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| Conference Information | |
| Committee | SWIM |
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| Conference Date | 2012/8/14(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Software Interprise Modeling (SWIM) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | M2M Data Analysis Service System based on Open Source Software Environment |
| Sub Title (in English) | |
| Keyword(1) | Demand Response |
| Keyword(2) | Remote Maintenance |
| Keyword(3) | Stream Data Analysis |
| Keyword(4) | Accumulated Data Analysis |
| Keyword(5) | DSMS |
| Keyword(6) | SQLite |
| Keyword(7) | R |
| 1st Author's Name | Shinji KITAGAMI |
| 1st Author's Affiliation | Information Technology R&D Center, Mitsubishi Electric Corporation:Graduate School of Information Sciences, TOHOKU University() |
| 2nd Author's Name | Moriki YAMAMOTO |
| 2nd Author's Affiliation | Itec |
| 3rd Author's Name | Hisao KOIZUMI |
| 3rd Author's Affiliation | Tokyo Denki University |
| 4th Author's Name | Takuo SUGANUMA |
| 4th Author's Affiliation | Cyberscience Center, TOHOKU University:Graduate School of Information Sciences, TOHOKU University |
| Date | 2012-08-21 |
| Paper # | SWIM2012-13 |
| Volume (vol) | vol.112 |
| Number (no) | 179 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |