Presentation | 2018-07-06 [Encouragement Talk] Study on Data Center Optimal Management by using DCIM Kosuke Sasakura, Takeshi Aoki, Takeshi Watanabe, |
---|---|
PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | In recent years, data centers (DC) have become increasingly important. Accordingly, highly efficient and reliable operation and management of DCs have been required. Conventional DCs operate ICT and FM systems separately, which could lead to inefficient management. Nowadays, DCs have been focusing on the Data Center Infrastructure Management (DCIM) system, in which ICT equipment, power equipment, and other HVAC devices can be managed in an integrated manner. In this paper, we propose a method of designing rack and ICT placement as an example of DCIM effects that realize proper temperature management effects using DCIM and Machine Learning (ML).We have constructed some models to predict rack intake air temperatures.As a results, We evaluated and confirmed effectivenessof these models. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Data center / Machine Learning / Temperature Prediciton / DCIM |
Paper # | ICM2018-17 |
Date of Issue | 2018-06-28 (ICM) |
Conference Information | |
Committee | ICM |
---|---|
Conference Date | 2018/7/5(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | Kiyohito Yoshihara(KDDI Research) |
Vice Chair | Yoichi Yamashita(NTT Neomeit) / Takumi Miyoshi(Shibaura Inst. of Tech.) |
Secretary | Yoichi Yamashita(KDDI Research) / Takumi Miyoshi(NTT) |
Assistant | Yunchen Zhu(Hitachi) |
Paper Information | |
Registration To | Technical Committee on Information and Communication Management |
---|---|
Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | [Encouragement Talk] Study on Data Center Optimal Management by using DCIM |
Sub Title (in English) | Evaluation on Generalization and Advancement of Temperature Prediction of Server Room using Machine Learning |
Keyword(1) | Data center |
Keyword(2) | Machine Learning |
Keyword(3) | Temperature Prediciton |
Keyword(4) | DCIM |
1st Author's Name | Kosuke Sasakura |
1st Author's Affiliation | NTT FACILITIES Inc.(NTT-F) |
2nd Author's Name | Takeshi Aoki |
2nd Author's Affiliation | NTT FACILITIES Inc.(NTT-F) |
3rd Author's Name | Takeshi Watanabe |
3rd Author's Affiliation | NTT FACILITIES Inc.(NTT-F) |
Date | 2018-07-06 |
Paper # | ICM2018-17 |
Volume (vol) | vol.118 |
Number (no) | ICM-118 |
Page | pp.pp.35-40(ICM), |
#Pages | 6 |
Date of Issue | 2018-06-28 (ICM) |