| Presentation | 2017-03-09 Study of Baseline Analysis Method of Service Performance Anomaly for Cloud System Jun Mizuno, Takashi Tameshige, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, cloud-based IT systems have been large-scale and complicated. And, for stable operation with minimal resources, auto-scaling technique is required. On the other hand, administrator performs service performance anomaly detection by conventional baseline analysis technique. To create the baseline, it is necessary to monitor service performance information for adequate time with this technique. When the auto-scaling system is frequently repeat the scale-out and scale-in, each instance is short-lived. For this reason, it cannot create a baseline. In this study, to solve the above problem, we proposed new baseline creation method for auto-scaling. By regarding instances which belong to same auto-scaling group as one instance, our method can provide continuous service information. And, we developed prototype system based on our approach, and evaluated feasibility of baseline analysis for auto-scaling system. As a result, we found our approach is feasible for auto-scaling system. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | auto-scaling / baseline analysis / operation |
| Paper # | ICM2016-59 |
| Date of Issue | 2017-03-02 (ICM) |
| Conference Information | |
| Committee | ICM |
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| Conference Date | 2017/3/9(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Miyakojima Marine Terminal Bldg. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Element Management, Management Functionalities, Operations and Management Technologies |
| Chair | Toshio Tonouchi(NEC) |
| Vice Chair | Manabu Nakagawa(NTT Communications) / Yuji Nomura(Fujitsu Labs.) |
| Secretary | Manabu Nakagawa(NEC) / Yuji Nomura(Fujitsu) |
| Assistant | Masaharu Hattori(KDDI R&D Labs.) |
| Paper Information | |
| Registration To | Technical Committee on Information and Communication Management |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Study of Baseline Analysis Method of Service Performance Anomaly for Cloud System |
| Sub Title (in English) | |
| Keyword(1) | auto-scaling |
| Keyword(2) | baseline analysis |
| Keyword(3) | operation |
| 1st Author's Name | Jun Mizuno |
| 1st Author's Affiliation | Hitachi, Ltd.(Hitachi) |
| 2nd Author's Name | Takashi Tameshige |
| 2nd Author's Affiliation | Hitachi, Ltd.(Hitachi) |
| Date | 2017-03-09 |
| Paper # | ICM2016-59 |
| Volume (vol) | vol.116 |
| Number (no) | ICM-507 |
| Page | pp.pp.37-42(ICM), |
| #Pages | 6 |
| Date of Issue | 2017-03-02 (ICM) |