{"id":"https://openalex.org/W2058360581","doi":"https://doi.org/10.1109/tpds.2014.2378277","title":"Automatic Cloud I/O Configurator for I/O Intensive Parallel Applications","display_name":"Automatic Cloud I/O Configurator for I/O Intensive Parallel Applications","publication_year":2014,"publication_date":"2014-12-06","ids":{"openalex":"https://openalex.org/W2058360581","doi":"https://doi.org/10.1109/tpds.2014.2378277","mag":"2058360581"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2014.2378277","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2014.2378277","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-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/A5071200777","display_name":"Jidong Zhai","orcid":"https://orcid.org/0000-0002-7656-6428"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jidong Zhai","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China","Dept. of Computer Science & Technology, Tsinghua University, Beijing, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Dept. of Computer Science & Technology, Tsinghua University, Beijing, China#TAB#","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100616088","display_name":"Mingliang Liu","orcid":"https://orcid.org/0000-0001-8491-8115"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingliang Liu","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China","Dept. of Computer Science & Technology, Tsinghua University, Beijing, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Dept. of Computer Science & Technology, Tsinghua University, Beijing, China#TAB#","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100447775","display_name":"Jin Ye","orcid":"https://orcid.org/0000-0001-7756-5104"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ye Jin","raw_affiliation_strings":["Department of Computer Science, North Carolina State University, NC","Dept. of Comput. Sci., North Carolina State Univ., NC"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, North Carolina State University, NC","institution_ids":["https://openalex.org/I137902535"]},{"raw_affiliation_string":"Dept. of Comput. Sci., North Carolina State Univ., NC","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083800790","display_name":"Xiaosong Ma","orcid":"https://orcid.org/0000-0003-1261-2496"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaosong Ma","raw_affiliation_strings":["Qatar Computing Research Institute, 13th Floor, Tornado Tower, Doha, Qatar","Qatar Computing Research Institute, 13th Floor, Tornado Tower, Doha, Qatar#TAB#"],"affiliations":[{"raw_affiliation_string":"Qatar Computing Research Institute, 13th Floor, Tornado Tower, Doha, Qatar","institution_ids":[]},{"raw_affiliation_string":"Qatar Computing Research Institute, 13th Floor, Tornado Tower, Doha, Qatar#TAB#","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103141832","display_name":"Wenguang Chen","orcid":"https://orcid.org/0000-0002-4281-1018"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenguang Chen","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China","Dept. of Computer Science & Technology, Tsinghua University, Beijing, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Dept. of Computer Science & Technology, Tsinghua University, Beijing, China#TAB#","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5071200777"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":0.3448,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66041372,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"26","issue":"12","first_page":"3275","last_page":"3288"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9994000196456909,"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":0.9994000196456909,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11614","display_name":"Cloud Data Security Solutions","score":0.9767000079154968,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/configurator","display_name":"Configurator","score":0.8847655057907104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8466020822525024},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.7251216173171997},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6981886029243469},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.570110023021698},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.5572527050971985},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5565848350524902},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3902316391468048},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.17296543717384338}],"concepts":[{"id":"https://openalex.org/C2777210712","wikidata":"https://www.wikidata.org/wiki/Q15221050","display_name":"Configurator","level":2,"score":0.8847655057907104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8466020822525024},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.7251216173171997},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6981886029243469},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.570110023021698},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.5572527050971985},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5565848350524902},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3902316391468048},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.17296543717384338},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tpds.2014.2378277","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2014.2378277","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4654212855","display_name":null,"funder_award_id":"61133006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5386956213","display_name":null,"funder_award_id":"CCF-0937908","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5782689143","display_name":null,"funder_award_id":"61472201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6406942677","display_name":null,"funder_award_id":"FY14-RES-SPONSOR-111","funder_id":"https://openalex.org/F4320320368","funder_display_name":"Multiple Sclerosis Australia"},{"id":"https://openalex.org/G6619956872","display_name":null,"funder_award_id":"CNS-0915861","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8237558049","display_name":null,"funder_award_id":"CNS-1318564","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320316083","display_name":"Tencent","ror":"https://ror.org/00hhjss72"},{"id":"https://openalex.org/F4320320368","display_name":"Multiple Sclerosis Australia","ror":"https://ror.org/02caat392"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337387","display_name":"Division of Computing and Communication Foundations","ror":"https://ror.org/01mng8331"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1552767446","https://openalex.org/W1592855436","https://openalex.org/W1594031697","https://openalex.org/W1672988363","https://openalex.org/W1697496154","https://openalex.org/W1749508623","https://openalex.org/W1804189410","https://openalex.org/W1965689831","https://openalex.org/W1973435495","https://openalex.org/W1974213702","https://openalex.org/W1975982060","https://openalex.org/W1984116073","https://openalex.org/W1988790447","https://openalex.org/W2006901874","https://openalex.org/W2013582589","https://openalex.org/W2018802522","https://openalex.org/W2042092783","https://openalex.org/W2042121628","https://openalex.org/W2058042440","https://openalex.org/W2062617656","https://openalex.org/W2066262685","https://openalex.org/W2096452089","https://openalex.org/W2101343419","https://openalex.org/W2105284028","https://openalex.org/W2107158148","https://openalex.org/W2114296561","https://openalex.org/W2115036455","https://openalex.org/W2115890460","https://openalex.org/W2117695619","https://openalex.org/W2123805106","https://openalex.org/W2130836080","https://openalex.org/W2131784859","https://openalex.org/W2136245133","https://openalex.org/W2137691477","https://openalex.org/W2140823041","https://openalex.org/W2143955124","https://openalex.org/W2148694408","https://openalex.org/W2149427297","https://openalex.org/W2156359950","https://openalex.org/W2172012594","https://openalex.org/W3085162807","https://openalex.org/W4232569293","https://openalex.org/W4241823868","https://openalex.org/W4249806163","https://openalex.org/W4252305983","https://openalex.org/W4252741098","https://openalex.org/W4285719527","https://openalex.org/W4292023222","https://openalex.org/W6632992187","https://openalex.org/W6637268837","https://openalex.org/W6637647294","https://openalex.org/W6637861864","https://openalex.org/W6676037239","https://openalex.org/W6680372943"],"related_works":["https://openalex.org/W1550136260","https://openalex.org/W119714806","https://openalex.org/W111632529","https://openalex.org/W1657880117","https://openalex.org/W2595172197","https://openalex.org/W2524024408","https://openalex.org/W2127970246","https://openalex.org/W2785227142","https://openalex.org/W572531444","https://openalex.org/W2945962340"],"abstract_inverted_index":{"As":[0],"the":[1,18,45,72,113,157,174,214,259,268,272],"cloud":[2,46,142,170],"platform":[3],"becomes":[4],"a":[5,68,121,140,200,218,241,252,277],"promising":[6],"alternative":[7],"to":[8,67,90,98,151,222,232],"traditional":[9],"HPC":[10],"(high":[11],"performance":[12,73,216],"computing)":[13],"centers":[14],"or":[15,196],"in-house":[16],"clusters,":[17],"I/O":[19,37,47,58,78,128,245],"bottleneck":[20],"problem":[21],"is":[22,86,210],"highlighted":[23],"in":[24,71,112,280],"this":[25],"new":[26],"environment,":[27],"typically":[28],"with":[29,185,240],"top-of-the-line":[30],"compute":[31],"instances":[32],"but":[33],"sub-par":[34],"communication":[35],"and":[36,60,74,88,166,176,227,270],"facilities.":[38],"It":[39],"has":[40],"been":[41],"observed":[42],"that":[43,100,191,264],"changing":[44],"system":[48,84,122,129],"configurations,":[49],"such":[50],"as":[51],"choices":[52],"of":[53,57,77,147,203,212,220,230,258],"file":[54],"systems,":[55],"number":[56],"servers":[59],"their":[61],"placement":[62],"strategies,":[63],"etc.,":[64],"will":[65],"lead":[66],"considerable":[69],"variation":[70],"cost":[75,105,228],"efficiency":[76],"intensive":[79],"parallel":[80,188],"applications.":[81],"However,":[82],"storage":[83],"configuration":[85,209],"tedious":[87],"error-prone":[89],"do":[91],"manually,":[92],"even":[93,271],"for":[94,126,134,179,256],"expert":[95],"users,":[96],"leading":[97],"solutions":[99],"are":[101],"grossly":[102],"over-provisioned":[103],"(low":[104],"inefficiency),":[106],"substantially":[107],"under-performing":[108],"(poor":[109],"performance)":[110],"or,":[111],"worst":[114],"case,":[115],"both.":[116],"This":[117],"paper":[118],"proposes":[119],"ACIC,":[120],"which":[123,262],"automatically":[124],"searches":[125],"optimized":[127,282],"configurations":[130,198],"from":[131],"many":[132],"candidates":[133],"each":[135],"individual":[136],"application":[137],"running":[138],"on":[139,169,225,237],"given":[141],"platform.":[143],"ACIC":[144,192,265],"takes":[145],"advantage":[146],"machine":[148],"learning":[149],"models":[150],"perform":[152],"performance/cost":[153],"predictions.":[154],"To":[155],"tackle":[156],"high-dimensional":[158],"parameter":[159],"exploration":[160],"space,":[161],"we":[162,249],"enable":[163],"affordable,":[164],"reusable,":[165],"incremental":[167],"training":[168],"platforms,":[171],"guided":[172],"by":[173,217,276],"Plackett":[175],"Burman":[177],"Matrices":[178],"experiment":[180],"design.":[181],"Our":[182],"evaluation":[183],"results":[184],"four":[186],"representative":[187],"applications":[189],"indicate":[190],"consistently":[193,266],"identifies":[194],"optimal":[195],"near-optimal":[197],"among":[199],"large":[201],"group":[202],"candidate":[204],"settings.":[205],"The":[206],"top":[207],"ACIC-recommended":[208],"capable":[211],"improving":[213],"applications'":[215],"factor":[219],"up":[221,231],"10.5":[223],"(3.1":[224],"average),":[226,238],"saving":[229],"89":[233],"percent":[234,236],"(51":[235],"compared":[239],"commonly":[242],"used":[243],"baseline":[244],"configuration.":[246],"In":[247],"addition,":[248],"carried":[250],"out":[251],"small-scale":[253],"user":[254,269],"study":[255],"one":[257],"test":[260],"applications,":[261],"found":[263],"beat":[267],"application's":[273],"developer,":[274],"often":[275],"significant":[278],"margin,":[279],"selecting":[281],"configurations.":[283]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}