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Prediction-Based Cloud Bursting Approach and Its Impact on Total Cost for Business-Critical Web Systems
http://hdl.handle.net/10258/00009962
http://hdl.handle.net/10258/00009962007d21a5-f47b-4ae5-b5b2-999064e15143
名前 / ファイル | ライセンス | アクション |
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IEICETC_E100_B_11_2007_2016 (1.9 MB)
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Item type | 学術雑誌論文 / Journal Article.(1) | |||||||||||
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公開日 | 2019-07-16 | |||||||||||
タイトル | ||||||||||||
言語 | en | |||||||||||
タイトル | Prediction-Based Cloud Bursting Approach and Its Impact on Total Cost for Business-Critical Web Systems | |||||||||||
言語 | ||||||||||||
言語 | eng | |||||||||||
キーワード | ||||||||||||
言語 | en | |||||||||||
主題Scheme | Other | |||||||||||
主題 | cloud bursting | |||||||||||
キーワード | ||||||||||||
言語 | en | |||||||||||
主題Scheme | Other | |||||||||||
主題 | hybrid cloud | |||||||||||
キーワード | ||||||||||||
言語 | en | |||||||||||
主題Scheme | Other | |||||||||||
主題 | request prediction | |||||||||||
キーワード | ||||||||||||
言語 | en | |||||||||||
主題Scheme | Other | |||||||||||
主題 | total cost | |||||||||||
資源タイプ | ||||||||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||||
資源タイプ | journal article | |||||||||||
アクセス権 | ||||||||||||
アクセス権 | open access | |||||||||||
アクセス権URI | http://purl.org/coar/access_right/c_abf2 | |||||||||||
著者 |
小川, 祐紀雄
× 小川, 祐紀雄
WEKO
56451
× 長谷川, 剛× 村田, 正幸 |
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室蘭工業大学研究者データベースへのリンク | ||||||||||||
小川 祐紀雄(OGAWA Yukio) | ||||||||||||
http://rdsoran.muroran-it.ac.jp/html/100000141_ja.html | ||||||||||||
抄録 | ||||||||||||
内容記述タイプ | Abstract | |||||||||||
内容記述 | Cloud bursting temporarily expands the capacity of a cloud-based service hosted in a private data center by renting public data center capacity when the demand for capacity spikes. To determine the optimal resources of a business-critical web system deployed over private and public data centers, this paper presents a cloud bursting approach based on long- and short-term predictions of requests to the system. In a private data center, a dedicated pool of virtual machines (VMs) is assigned to the web system on the basis of one-week predictions. Moreover, in both private and public data centers, VMs are activated on the basis of one-hour predictions. We formulate a problem that includes the total cost and response time constraints and conduct numerical simulations. The results indicate that our approach is tolerant of prediction errors and only slightly dependent on the processing power of a single VM. Even if the website receives bursty requests and one-hour predictions include a mean absolute percentage error (MAPE) of 0.2, the total cost decreases to half the existing cost of provisioning in the private date center alone. At the same time, 95% of response time is kept below 0.15s. | |||||||||||
言語 | en | |||||||||||
書誌情報 |
en : IEICE Transactions on Communications 巻 E100.B, 号 11, p. 2007-2016, 発行日 2017-11-01 |
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出版者 | ||||||||||||
言語 | ja | |||||||||||
出版者 | 電子情報通信学会 | |||||||||||
出版者版へのリンク | ||||||||||||
10.1587/transcom.2016NNP0006 | ||||||||||||
https://doi.org/10.1587/transcom.2016NNP0006 | ||||||||||||
DOI | ||||||||||||
関連タイプ | isIdenticalTo | |||||||||||
識別子タイプ | DOI | |||||||||||
関連識別子 | 10.1587/transcom.2016NNP0006 | |||||||||||
日本十進分類法 | ||||||||||||
主題Scheme | NDC | |||||||||||
主題 | 007 | |||||||||||
ISSN | ||||||||||||
収録物識別子タイプ | EISSN | |||||||||||
収録物識別子 | 1745-1345 | |||||||||||
書誌レコードID | ||||||||||||
収録物識別子タイプ | NCID | |||||||||||
収録物識別子 | AA11510208 | |||||||||||
権利 | ||||||||||||
言語 | en | |||||||||||
権利情報 | © 2017 IEICE | |||||||||||
参考URL | ||||||||||||
識別子タイプ | URI | |||||||||||
関連識別子 | https://search.ieice.org/ | |||||||||||
言語 | en | |||||||||||
関連名称 | IEICE Transactions Online | |||||||||||
著者版フラグ | ||||||||||||
出版タイプ | VoR | |||||||||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||
フォーマット | ||||||||||||
内容記述タイプ | Other | |||||||||||
内容記述 | application/pdf |