{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:35:19Z","timestamp":1750221319957,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":11,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,11,6]],"date-time":"2017-11-06T00:00:00Z","timestamp":1509926400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Institute for Information & communications Technology Promotion","award":["IITP-2017-0-00477"],"award-info":[{"award-number":["IITP-2017-0-00477"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2017,11,6]]},"DOI":"10.1145\/3132847.3133120","type":"proceedings-article","created":{"date-parts":[[2017,11,6]],"date-time":"2017-11-06T13:30:29Z","timestamp":1509975029000},"page":"2135-2138","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Machine Learning based Performance Modeling of Flash SSDs"],"prefix":"10.1145","author":[{"given":"Jaehyung","family":"Kim","sequence":"first","affiliation":[{"name":"Yonsei University, Seoul, South Korea"}]},{"given":"Jinuk","family":"Park","sequence":"additional","affiliation":[{"name":"Yonsei University, Seoul, South Korea"}]},{"given":"Sanghyun","family":"Park","sequence":"additional","affiliation":[{"name":"Yonsei University, Seoul, South Korea"}]}],"member":"320","published-online":{"date-parts":[[2017,11,6]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.01.015"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.5555\/894232"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.2307\/3215303"},{"key":"e_1_3_2_1_4_1","volume-title":"Design Tradeoffs for SSD Performance. In USENIX Annual Technical Conference (USENIX '08)","author":"Agrawal N.","year":"2008","unstructured":"Agrawal , N. , Design Tradeoffs for SSD Performance. In USENIX Annual Technical Conference (USENIX '08) (San Diego, CA, June 14--19 , 2008 ). 57--70. Agrawal, N., et al. Design Tradeoffs for SSD Performance. In USENIX Annual Technical Conference (USENIX '08) (San Diego, CA, June 14--19, 2008). 57--70."},{"volume-title":"The fundamental limit of flash random write performance: Understanding, analysis and performance modelling. IBM Research Report","year":"2010","key":"e_1_3_2_1_5_1","unstructured":"HAAS, X. Y. H. R.; HU, X. The fundamental limit of flash random write performance: Understanding, analysis and performance modelling. IBM Research Report , 2010 \/3\/31, Tech. Rep , 2010. HAAS, X. Y. H. R.; HU, X. The fundamental limit of flash random write performance: Understanding, analysis and performance modelling. IBM Research Report, 2010\/3\/31, Tech. Rep, 2010."},{"key":"e_1_3_2_1_6_1","unstructured":"Iostat. http:\/\/man7.org\/linux\/man-pages\/man1\/iostat.1.html  Iostat. http:\/\/man7.org\/linux\/man-pages\/man1\/iostat.1.html"},{"key":"e_1_3_2_1_7_1","volume-title":"Statistical Learning Theory","author":"Vapnik","year":"1998","unstructured":"V. Vapnik . Statistical Learning Theory . Wiley , NY , 1998 . V. Vapnik. Statistical Learning Theory. Wiley, NY, 1998."},{"key":"e_1_3_2_1_8_1","series-title":"Series B. 1996;58:267--288.","volume-title":"Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society","author":"Tibshirani R.","unstructured":"Tibshirani R. Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society , Series B. 1996;58:267--288. Tibshirani R. Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society, Series B. 1996;58:267--288."},{"key":"e_1_3_2_1_9_1","volume-title":"Ijcai.","author":"Ron","year":"1995","unstructured":"KOHAVI, Ron , et al. A study of cross-validation and bootstrap for accuracy estimation and model selection . In: Ijcai. 1995 . p. 1137--1145. KOHAVI, Ron, et al. A study of cross-validation and bootstrap for accuracy estimation and model selection. In: Ijcai. 1995. p. 1137--1145."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.5555\/2014698.2014864"},{"key":"e_1_3_2_1_11_1","unstructured":"fio.https:\/\/github.com\/axboe\/fio  fio.https:\/\/github.com\/axboe\/fio"}],"event":{"name":"CIKM '17: ACM Conference on Information and Knowledge Management","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"],"location":"Singapore Singapore","acronym":"CIKM '17"},"container-title":["Proceedings of the 2017 ACM on Conference on Information and Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3132847.3133120","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3132847.3133120","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:13:52Z","timestamp":1750212832000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3132847.3133120"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,11,6]]},"references-count":11,"alternative-id":["10.1145\/3132847.3133120","10.1145\/3132847"],"URL":"https:\/\/doi.org\/10.1145\/3132847.3133120","relation":{},"subject":[],"published":{"date-parts":[[2017,11,6]]},"assertion":[{"value":"2017-11-06","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}