{"id":"https://openalex.org/W2559788967","doi":"https://doi.org/10.1109/tpds.2016.2636837","title":"Cost-Aware Region-Level Data Placement in Multi-Tiered Parallel I/O Systems","display_name":"Cost-Aware Region-Level Data Placement in Multi-Tiered Parallel I/O Systems","publication_year":2016,"publication_date":"2016-12-07","ids":{"openalex":"https://openalex.org/W2559788967","doi":"https://doi.org/10.1109/tpds.2016.2636837","mag":"2559788967"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2016.2636837","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2016.2636837","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/A5004997843","display_name":"Shuibing He","orcid":"https://orcid.org/0000-0002-7075-4153"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuibing He","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Xueyuan Blvd. 1068, Shenzhen, China","State Key Laboratory of Software Engineering, Computer School, Wuhan University, Luojiashan, Wuhan, Hubei, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Xueyuan Blvd. 1068, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]},{"raw_affiliation_string":"State Key Laboratory of Software Engineering, Computer School, Wuhan University, Luojiashan, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070580299","display_name":"Yang Wang","orcid":"https://orcid.org/0000-0001-8100-9194"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Wang","raw_affiliation_strings":["Shenzhen Institute of Advanced Technology, Chinese Academy of Science, Xueyuan Blvd. 1068, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Chinese Academy of Science, Xueyuan Blvd. 1068, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100414958","display_name":"Zheng Li","orcid":"https://orcid.org/0000-0001-8536-1646"},"institutions":[{"id":"https://openalex.org/I117942362","display_name":"Western Illinois University","ror":"https://ror.org/02sshz518","country_code":"US","type":"education","lineage":["https://openalex.org/I117942362"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zheng Li","raw_affiliation_strings":["School of Computer Sciences, Western Illinois University, Macomb, IL"],"affiliations":[{"raw_affiliation_string":"School of Computer Sciences, Western Illinois University, Macomb, IL","institution_ids":["https://openalex.org/I117942362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057665558","display_name":"Xian\u2010He Sun","orcid":"https://orcid.org/0000-0002-1093-0792"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xian-He Sun","raw_affiliation_strings":["Department of Computer Science, Illinois Institute of Technology, Chicago, IL"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Illinois Institute of Technology, Chicago, IL","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038165335","display_name":"Chenzhong Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenzhong Xu","raw_affiliation_strings":["Shenzhen Institute of Advanced Technology, Chinese Academy of Science, Xueyuan Blvd. 1068, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Chinese Academy of Science, Xueyuan Blvd. 1068, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5004997843"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210145761"],"apc_list":null,"apc_paid":null,"fwci":1.4477,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.84770529,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"28","issue":"7","first_page":"1853","last_page":"1865"},"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":0.9886999726295471,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9850000143051147,"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":0.860305905342102},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7534166574478149},{"id":"https://openalex.org/keywords/file-system","display_name":"File system","score":0.6522701382637024},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6111818552017212},{"id":"https://openalex.org/keywords/parallel-i/o","display_name":"Parallel I/O","score":0.5513718128204346},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5330936312675476},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.48354482650756836},{"id":"https://openalex.org/keywords/data-access","display_name":"Data access","score":0.44837790727615356},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.4152892231941223},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.386111319065094},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3061995804309845},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.19404500722885132}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.860305905342102},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7534166574478149},{"id":"https://openalex.org/C2780940931","wikidata":"https://www.wikidata.org/wiki/Q174989","display_name":"File system","level":2,"score":0.6522701382637024},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6111818552017212},{"id":"https://openalex.org/C2781057727","wikidata":"https://www.wikidata.org/wiki/Q9941","display_name":"Parallel I/O","level":2,"score":0.5513718128204346},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5330936312675476},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.48354482650756836},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.44837790727615356},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.4152892231941223},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.386111319065094},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3061995804309845},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.19404500722885132},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tpds.2016.2636837","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2016.2636837","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/G2352188187","display_name":null,"funder_award_id":"2015B010129011","funder_id":"https://openalex.org/F4320335795","funder_display_name":"Science and Technology Planning Project of Guangdong Province"},{"id":"https://openalex.org/G3938313211","display_name":null,"funder_award_id":"61572377","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5226479076","display_name":null,"funder_award_id":"2014CFB239","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G5382754548","display_name":null,"funder_award_id":"2016A030313183","funder_id":"https://openalex.org/F4320335795","funder_display_name":"Science and Technology Planning Project of Guangdong Province"},{"id":"https://openalex.org/G6043401331","display_name":null,"funder_award_id":"U1401258","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6121774585","display_name":null,"funder_award_id":"61672513","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7516987026","display_name":null,"funder_award_id":"61550110250","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null},{"id":"https://openalex.org/F4320335795","display_name":"Science and Technology Planning Project of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W29965319","https://openalex.org/W1498936153","https://openalex.org/W1544082942","https://openalex.org/W1549003144","https://openalex.org/W1793325024","https://openalex.org/W1986223365","https://openalex.org/W1990819515","https://openalex.org/W2002125998","https://openalex.org/W2007868391","https://openalex.org/W2023678166","https://openalex.org/W2024329288","https://openalex.org/W2029515800","https://openalex.org/W2065685496","https://openalex.org/W2082416889","https://openalex.org/W2084717310","https://openalex.org/W2090132317","https://openalex.org/W2097620557","https://openalex.org/W2099337733","https://openalex.org/W2101675015","https://openalex.org/W2106436364","https://openalex.org/W2107200720","https://openalex.org/W2119738171","https://openalex.org/W2120298634","https://openalex.org/W2124256298","https://openalex.org/W2124995848","https://openalex.org/W2125499854","https://openalex.org/W2125788329","https://openalex.org/W2126857476","https://openalex.org/W2128134963","https://openalex.org/W2129805326","https://openalex.org/W2129855029","https://openalex.org/W2130836080","https://openalex.org/W2131645490","https://openalex.org/W2148132761","https://openalex.org/W2155238187","https://openalex.org/W2157191610","https://openalex.org/W2165836929","https://openalex.org/W2169909584","https://openalex.org/W2272886950","https://openalex.org/W2342454696","https://openalex.org/W2343096070","https://openalex.org/W2913877777","https://openalex.org/W3009401151","https://openalex.org/W3161903410","https://openalex.org/W4238764711","https://openalex.org/W6629874413","https://openalex.org/W6638064508","https://openalex.org/W6678461538","https://openalex.org/W6678811193","https://openalex.org/W6678962629","https://openalex.org/W6679353700","https://openalex.org/W6679471073","https://openalex.org/W6758543619"],"related_works":["https://openalex.org/W2166828374","https://openalex.org/W2041604065","https://openalex.org/W2064254674","https://openalex.org/W3097895792","https://openalex.org/W51042773","https://openalex.org/W1494199733","https://openalex.org/W1516963140","https://openalex.org/W2898657440","https://openalex.org/W2151048758","https://openalex.org/W2973001798"],"abstract_inverted_index":{"Multi-tiered":[0],"Parallel":[1],"I/O":[2,22,28,50,70,109,199],"systems":[3],"that":[4,190],"combine":[5],"traditional":[6],"HDDs":[7],"with":[8,183],"emerging":[9],"SSDs":[10,16],"mitigate":[11],"the":[12,45,117,121,137],"cost":[13],"burden":[14],"of":[15,44,88],"while":[17],"benefiting":[18],"from":[19],"their":[20],"superior":[21],"performance.":[23],"While":[24],"a":[25,53,60,74,97,102,127,153],"multi-tiered":[26,68],"parallel":[27,69,177],"system":[29,46,179],"is":[30,192],"promising":[31],"for":[32],"data-intensive":[33],"applications":[34,107,143],"in":[35,67,149],"high-performance":[36],"(HPC)":[37],"domains,":[38],"placing":[39],"data":[40,64,129,155,160],"on":[41,85,91,136],"each":[42,165],"tier":[43],"to":[47,132,142,197],"achieve":[48],"high":[49],"performance":[51,200],"remains":[52],"challenge.":[54],"In":[55],"this":[56],"paper,":[57],"we":[58],"propose":[59],"cost-aware":[61],"region-level":[62],"(CARL)":[63],"placement":[65,130,156],"scheme":[66,131,157],"systems.":[71],"CARL":[72,95,171,191],"divides":[73],"large":[75],"file":[76,178],"into":[77],"several":[78],"small":[79],"regions,":[80],"and":[81,101,125,175,186,195],"then":[82],"places":[83],"regions":[84,135],"different":[86,162],"types":[87],"servers":[89,163],"based":[90],"region":[92,118],"access":[93,110,145],"costs.":[94],"includes":[96],"static":[98,128],"policy":[99,104],"S-CARL":[100,115],"dynamic":[103,154],"D-CARL.":[105],"For":[106],"whose":[108,144],"patterns":[111,146],"are":[112,147],"completely":[113],"known,":[114],"calculates":[116],"costs":[119],"within":[120,164],"entire":[122],"workload":[123],"duration,":[124],"uses":[126,152],"selectively":[133],"place":[134],"proper":[138],"servers.":[139],"To":[140],"adapt":[141],"unknown":[148],"advance,":[150],"D-CARL":[151],"which":[158],"migrates":[159],"among":[161],"time":[166],"window.":[167],"We":[168],"have":[169],"implemented":[170],"under":[172],"MPI-IO":[173],"library":[174],"OrangeFS":[176],"environment.":[180],"Our":[181],"evaluation":[182],"representative":[184],"benchmarks":[185],"an":[187],"application":[188],"shows":[189],"both":[193],"feasible":[194],"able":[196],"improve":[198],"significantly.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}