{"id":"https://openalex.org/W1987003998","doi":"https://doi.org/10.1109/msst.2014.6855552","title":"SSD-optimized workload placement with adaptive learning and classification in HPC environments","display_name":"SSD-optimized workload placement with adaptive learning and classification in HPC environments","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W1987003998","doi":"https://doi.org/10.1109/msst.2014.6855552","mag":"1987003998"},"language":"en","primary_location":{"id":"doi:10.1109/msst.2014.6855552","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msst.2014.6855552","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 30th Symposium on Mass Storage Systems and Technologies (MSST)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101790449","display_name":"Lipeng Wan","orcid":"https://orcid.org/0000-0003-2347-8667"},"institutions":[{"id":"https://openalex.org/I2802706902","display_name":"Knoxville College","ror":"https://ror.org/02bxrp522","country_code":"US","type":"education","lineage":["https://openalex.org/I2802706902"]},{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lipeng Wan","raw_affiliation_strings":["University of Tennessee Knoxville, Knoxville, TN, US","Dept. of Electr. Eng. & Comput. Sci., Univ. of Tennessee, Knoxville, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tennessee Knoxville, Knoxville, TN, US","institution_ids":["https://openalex.org/I2802706902","https://openalex.org/I75027704"]},{"raw_affiliation_string":"Dept. of Electr. Eng. & Comput. Sci., Univ. of Tennessee, Knoxville, TN, USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101451016","display_name":"Zheng Lu","orcid":"https://orcid.org/0000-0002-7203-220X"},"institutions":[{"id":"https://openalex.org/I2802706902","display_name":"Knoxville College","ror":"https://ror.org/02bxrp522","country_code":"US","type":"education","lineage":["https://openalex.org/I2802706902"]},{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zheng Lu","raw_affiliation_strings":["University of Tennessee Knoxville, Knoxville, TN, US","Dept. of Electr. Eng. & Comput. Sci., Univ. of Tennessee, Knoxville, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tennessee Knoxville, Knoxville, TN, US","institution_ids":["https://openalex.org/I2802706902","https://openalex.org/I75027704"]},{"raw_affiliation_string":"Dept. of Electr. Eng. & Comput. Sci., Univ. of Tennessee, Knoxville, TN, USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101866898","display_name":"Qing Cao","orcid":"https://orcid.org/0000-0001-5826-2140"},"institutions":[{"id":"https://openalex.org/I2802706902","display_name":"Knoxville College","ror":"https://ror.org/02bxrp522","country_code":"US","type":"education","lineage":["https://openalex.org/I2802706902"]},{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qing Cao","raw_affiliation_strings":["University of Tennessee Knoxville, Knoxville, TN, US","Dept. of Electr. Eng. & Comput. Sci., Univ. of Tennessee, Knoxville, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tennessee Knoxville, Knoxville, TN, US","institution_ids":["https://openalex.org/I2802706902","https://openalex.org/I75027704"]},{"raw_affiliation_string":"Dept. of Electr. Eng. & Comput. Sci., Univ. of Tennessee, Knoxville, TN, USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101916963","display_name":"Feiyi Wang","orcid":"https://orcid.org/0000-0002-0099-1559"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feiyi Wang","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, TN, US","Oak Ridge Nat. Lab. Oak Ridge, Oak Ridge, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, US","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Oak Ridge Nat. Lab. Oak Ridge, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014538652","display_name":"Sarp Oral","orcid":"https://orcid.org/0000-0001-8745-7078"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sarp Oral","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, TN, US","Oak Ridge Nat. Lab. Oak Ridge, Oak Ridge, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, US","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Oak Ridge Nat. Lab. Oak Ridge, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015295183","display_name":"Bradley W. Settlemyer","orcid":"https://orcid.org/0000-0002-9299-2654"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bradley Settlemyer","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, TN, US","Oak Ridge Nat. Lab. Oak Ridge, Oak Ridge, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, US","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Oak Ridge Nat. Lab. Oak Ridge, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.239,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.92373781,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8501439094543457},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6866545081138611},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6836493015289307},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5808404088020325},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5634600520133972},{"id":"https://openalex.org/keywords/data-access","display_name":"Data access","score":0.4699794352054596},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4112810492515564},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.25691086053848267},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2415812909603119},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.22655192017555237}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8501439094543457},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6866545081138611},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6836493015289307},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5808404088020325},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5634600520133972},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.4699794352054596},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4112810492515564},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.25691086053848267},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2415812909603119},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.22655192017555237},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/msst.2014.6855552","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msst.2014.6855552","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 30th Symposium on Mass Storage Systems and Technologies (MSST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337547","display_name":"Laboratory Directed Research and Development","ror":"https://ror.org/01e41cf67"},{"id":"https://openalex.org/F4320338287","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1497150730","https://openalex.org/W1994626422","https://openalex.org/W2023678166","https://openalex.org/W2023823214","https://openalex.org/W2028052812","https://openalex.org/W2039373661","https://openalex.org/W2065685496","https://openalex.org/W2106436364","https://openalex.org/W2107200720","https://openalex.org/W2109706326","https://openalex.org/W2116011221","https://openalex.org/W2121556097","https://openalex.org/W2123820820","https://openalex.org/W2123883612","https://openalex.org/W2124288146","https://openalex.org/W2131287008","https://openalex.org/W2145475590","https://openalex.org/W2158049821","https://openalex.org/W2163059190","https://openalex.org/W4253233651","https://openalex.org/W6629672833","https://openalex.org/W7036657507"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2078379271","https://openalex.org/W2043460294","https://openalex.org/W4210712718","https://openalex.org/W1905398909"],"abstract_inverted_index":{"In":[0,80],"recent":[1],"years,":[2],"non-volatile":[3],"memory":[4],"devices":[5],"such":[6,195],"as":[7,12,69,71,185,196],"SSD":[8,149],"drives":[9,152],"have":[10],"emerged":[11],"a":[13,42,77,103,167],"viable":[14],"storage":[15,40,110,180],"solution":[16],"due":[17],"to":[18,26,96,112,131,171,188],"their":[19],"increasing":[20],"capacity":[21,31],"and":[22,30,46,55,61,89,92,182],"decreasing":[23],"cost.":[24],"Due":[25],"the":[27,52,59,114,133,154,174,190],"unique":[28],"capability":[29],"requirements":[32],"in":[33,153],"large":[34],"scale":[35],"HPC":[36],"(High":[37],"Performance":[38],"Computing)":[39],"environment,":[41],"hybrid":[43],"configuration":[44],"(SSD":[45],"HDD)":[47],"may":[48],"represent":[49],"one":[50],"of":[51,135],"most":[53,155],"available":[54],"balanced":[56],"solutions":[57],"considering":[58],"cost":[60],"performance.":[62,117],"Under":[63],"this":[64,81,164],"setting,":[65],"effective":[66],"data":[67,107,115,136],"placement":[68,88],"well":[70],"movement":[72,90],"with":[73],"controlled":[74],"overhead":[75],"become":[76],"pressing":[78],"challenge.":[79],"paper,":[82],"we":[83,101,169],"propose":[84],"an":[85,122],"integrated":[86],"object":[87,137],"framework":[91],"adaptive":[93,123],"learning":[94,124],"algorithms":[95],"address":[97],"these":[98],"issues.":[99],"Specifically,":[100],"present":[102],"method":[104,119],"that":[105,140,173],"shuffle":[106],"objects":[108],"across":[109],"tiers":[111],"optimize":[113],"access":[116,183],"The":[118],"also":[120],"integrates":[121],"algorithm":[125],"where":[126],"realtime":[127],"classification":[128],"is":[129],"employed":[130],"predict":[132],"popularity":[134],"accesses,":[138],"so":[139],"they":[141],"can":[142,177],"be":[143],"placed":[144],"on,":[145],"or":[146,150],"migrate":[147],"between":[148],"HDD":[151],"efficient":[156],"manner.":[157],"We":[158],"discuss":[159],"preliminary":[160],"results":[161],"based":[162],"on":[163],"approach":[165],"using":[166],"simulator":[168],"developed":[170],"show":[172],"proposed":[175],"methods":[176],"dynamically":[178],"adapt":[179],"placements":[181],"pattern":[184],"workloads":[186],"evolve":[187],"achieve":[189],"best":[191],"system":[192],"level":[193],"performance":[194],"throughput.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
