{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,30]],"date-time":"2025-10-30T07:14:34Z","timestamp":1761808474484,"version":"3.37.3"},"reference-count":17,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2021,11,1]],"date-time":"2021-11-01T00:00:00Z","timestamp":1635724800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,11,1]],"date-time":"2021-11-01T00:00:00Z","timestamp":1635724800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,11,1]],"date-time":"2021-11-01T00:00:00Z","timestamp":1635724800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IT Prof."],"published-print":{"date-parts":[[2021,11,1]]},"DOI":"10.1109\/mitp.2021.3106173","type":"journal-article","created":{"date-parts":[[2021,12,17]],"date-time":"2021-12-17T20:32:07Z","timestamp":1639773127000},"page":"39-45","source":"Crossref","is-referenced-by-count":5,"title":["A Supervised-Learning-Based Garbage Collection in Solid-State Drives (SSDs)"],"prefix":"10.1109","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8704-1483","authenticated-orcid":false,"given":"Chin-Hsien","family":"Wu","sequence":"first","affiliation":[{"name":"National Taiwan University of Science and Technology, Taipei, Taiwan"}]},{"given":"I-Hung","family":"Li","sequence":"additional","affiliation":[{"name":"National Taiwan University of Science and Technology, Taipei, Taiwan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8114-9760","authenticated-orcid":false,"given":"Jian-Jia","family":"Chen","sequence":"additional","affiliation":[{"name":"TU Dortmund University, Dortmund, Germany"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2019.2962781"},{"article-title":"Marvell demonstrates artificial intelligence ssd controller architecture solution","year":"2018","author":"marvell","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2012.2227479"},{"key":"ref13","first-page":"2825","article-title":"Scikit-learn: Machine learning in python","volume":"12","author":"pedregosa","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MCSE.2010.118"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3078468.3078479"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/1416944.1416949"},{"article-title":"Microsoft enterprise traces ({SNIA IOTTA} trace set 132)","year":"2008","author":"kavalanekar","key":"ref17"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICTC.2017.8190778"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2494232.2465543"},{"key":"ref6","first-page":"1","article-title":"Reducing garbage collection overhead in $\\lbrace${SSD$\\rbrace$} based on workload prediction","author":"yang","year":"2019","journal-title":"Proc 11th USENIX Workshop Hot Topics Storage File Syst"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD45719.2019.8942140"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3126537"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3225058.3225126"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/2494232.2465546"},{"key":"ref1","first-page":"49","article-title":"Mqsim: A framework for enabling realistic studies of modern multi-queue SSD devices","author":"tavakkol","year":"2018","journal-title":"Proc 16th USENIX Conf File Storage Technol"},{"key":"ref9","first-page":"1","article-title":"Dynamic management of key states for reinforcement learning-assisted garbage collection to reduce long tail latency in SSD","author":"kang","year":"2018","journal-title":"Proc 55th Annu Des Autom Conf"}],"container-title":["IT Professional"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6294\/9655380\/09655390.pdf?arnumber=9655390","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:51:42Z","timestamp":1652194302000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9655390\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,11,1]]},"references-count":17,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/mitp.2021.3106173","relation":{},"ISSN":["1520-9202","1941-045X"],"issn-type":[{"type":"print","value":"1520-9202"},{"type":"electronic","value":"1941-045X"}],"subject":[],"published":{"date-parts":[[2021,11,1]]}}}