| Presentation | 2013-03-07 The Proposal of the Automatic Performance Tuning Technique of Open Source Software with Genetic Algorithm Mizuki SUGOU, Yukikazu MURAKAMI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, in middleware, such as an application server and DBMS (DataBase Management System), the system which adopts open source software (OSS) is increasing. At these OSS(s) middleware, when the processing performance in default configuration is low, it is known for optimizing system construction that processing performance will improve greatly. However, in order to go across the setting item for these performance tuning variably, the performance tuning work in manual operation is difficult. Therefore, the preset value was decided from the system administrator's empirical rules in many cases. In this paper, we propose the automatic performance tuning technique of OSS with Genetic Algorithm. After applying to Apache which is typical OSS, an evaluation experiment is conducted, and the usefulness of the proposal technique is shown. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | OSS / Automatic Performance Tuning / Genetic Algorithm / Apache |
| Paper # | LOIS2012-70 |
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| Committee | LOIS |
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| Conference Date | 2013/2/28(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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) | The Proposal of the Automatic Performance Tuning Technique of Open Source Software with Genetic Algorithm |
| Sub Title (in English) | |
| Keyword(1) | OSS |
| Keyword(2) | Automatic Performance Tuning |
| Keyword(3) | Genetic Algorithm |
| Keyword(4) | Apache |
| 1st Author's Name | Mizuki SUGOU |
| 1st Author's Affiliation | Kagawa National College of Technology, Electrical and Computer Engineering() |
| 2nd Author's Name | Yukikazu MURAKAMI |
| 2nd Author's Affiliation | Kagawa National College of Technology, Electrical and Computer Engineering |
| Date | 2013-03-07 |
| Paper # | LOIS2012-70 |
| Volume (vol) | vol.112 |
| Number (no) | 466 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |