{"id":"https://openalex.org/W3105953121","doi":"https://doi.org/10.1109/tc.2020.3037078","title":"Enhancing Proportional IO Sharing on Containerized Big Data File Systems","display_name":"Enhancing Proportional IO Sharing on Containerized Big Data File Systems","publication_year":2020,"publication_date":"2020-11-10","ids":{"openalex":"https://openalex.org/W3105953121","doi":"https://doi.org/10.1109/tc.2020.3037078","mag":"3105953121"},"language":"en","primary_location":{"id":"doi:10.1109/tc.2020.3037078","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tc.2020.3037078","pdf_url":null,"source":{"id":"https://openalex.org/S157670870","display_name":"IEEE Transactions on Computers","issn_l":"0018-9340","issn":["0018-9340","0016-9340","1557-9956","2326-3814"],"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 Computers","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/A5041534890","display_name":"Dan Huang","orcid":"https://orcid.org/0000-0001-5582-1031"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Huang","raw_affiliation_strings":["School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100384682","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0002-0926-4761"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["University of Central Florida, Orlando, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100345219","display_name":"Qing Liu","orcid":"https://orcid.org/0000-0002-7600-7976"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qing Liu","raw_affiliation_strings":["New Jersey Institute of Technology, Newark, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023506057","display_name":"Nong Xiao","orcid":"https://orcid.org/0000-0002-2166-977X"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nong Xiao","raw_affiliation_strings":["School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058026627","display_name":"Huafeng Wu","orcid":"https://orcid.org/0000-0002-3150-3407"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huafeng Wu","raw_affiliation_strings":["College of Information Engineering, Shanghai Maritime University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100998670","display_name":"Jiangling Yin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153776","display_name":"Apple (United States)","ror":"https://ror.org/059hsda18","country_code":"US","type":"company","lineage":["https://openalex.org/I4210153776"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiangling Yin","raw_affiliation_strings":["Apple Inc., Cupertino, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Apple Inc., Cupertino, CA, USA","institution_ids":["https://openalex.org/I4210153776"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5594,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.78160646,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9983000159263611,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9961000084877014,"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":0.634963870048523},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4213702082633972},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.36320939660072327}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.634963870048523},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4213702082633972},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.36320939660072327}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tc.2020.3037078","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tc.2020.3037078","pdf_url":null,"source":{"id":"https://openalex.org/S157670870","display_name":"IEEE Transactions on Computers","issn_l":"0018-9340","issn":["0018-9340","0016-9340","1557-9956","2326-3814"],"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 Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4099999964237213}],"awards":[{"id":"https://openalex.org/G6676562086","display_name":null,"funder_award_id":"1527249, 1717388, 1907765","funder_id":"https://openalex.org/F4320337387","funder_display_name":"Division of Computing and Communication Foundations"}],"funders":[{"id":"https://openalex.org/F4320337387","display_name":"Division of Computing and Communication Foundations","ror":"https://ror.org/01mng8331"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W16408702","https://openalex.org/W1464363888","https://openalex.org/W1471655812","https://openalex.org/W1515553635","https://openalex.org/W1594675213","https://openalex.org/W1742682033","https://openalex.org/W1890643295","https://openalex.org/W1984712701","https://openalex.org/W2036745989","https://openalex.org/W2050621158","https://openalex.org/W2055748525","https://openalex.org/W2066299660","https://openalex.org/W2075174112","https://openalex.org/W2075476552","https://openalex.org/W2078069481","https://openalex.org/W2096125134","https://openalex.org/W2102709380","https://openalex.org/W2105947650","https://openalex.org/W2112319566","https://openalex.org/W2119565742","https://openalex.org/W2120422789","https://openalex.org/W2140953464","https://openalex.org/W2141992894","https://openalex.org/W2151301096","https://openalex.org/W2156599987","https://openalex.org/W2160121678","https://openalex.org/W2163961697","https://openalex.org/W2248732043","https://openalex.org/W2290712622","https://openalex.org/W2296025542","https://openalex.org/W2296335794","https://openalex.org/W2296370775","https://openalex.org/W2335814492","https://openalex.org/W2405068176","https://openalex.org/W2416473477","https://openalex.org/W2490675794","https://openalex.org/W2751619424","https://openalex.org/W2898921639","https://openalex.org/W3000664081","https://openalex.org/W3136172274","https://openalex.org/W4236354651","https://openalex.org/W4236491543","https://openalex.org/W4239670432","https://openalex.org/W4244454226","https://openalex.org/W4253824360","https://openalex.org/W4254773538","https://openalex.org/W6600643684","https://openalex.org/W6628558282","https://openalex.org/W6628701632","https://openalex.org/W6635717966","https://openalex.org/W6637704723","https://openalex.org/W6639249596","https://openalex.org/W6684084819","https://openalex.org/W6691209370","https://openalex.org/W6697144307","https://openalex.org/W6697281048","https://openalex.org/W6697694033","https://openalex.org/W6713625904","https://openalex.org/W6716118277","https://openalex.org/W6756361062"],"related_works":["https://openalex.org/W1601407282","https://openalex.org/W2382986841","https://openalex.org/W2901726430","https://openalex.org/W2354060507","https://openalex.org/W2368437561","https://openalex.org/W786186891","https://openalex.org/W1505619784","https://openalex.org/W2371792015","https://openalex.org/W1509840194","https://openalex.org/W2978687348"],"abstract_inverted_index":{"Big":[0,53],"Data":[1,54],"platforms":[2],"recently":[3],"employ":[4],"resource":[5,109],"management":[6],"systems,":[7],"such":[8],"as":[9,67],"YARN,":[10],"Mesos,":[11],"and":[12,36,87,183,200],"Google":[13],"Borg,":[14],"to":[15,23,81,85,92,116,148,179],"provision":[16],"computational":[17],"resources.":[18],"These":[19],"systems":[20],"adopt":[21],"containerization":[22,120,137],"share":[24],"the":[25,51,102,117,173],"computing":[26],"resources":[27,218],"in":[28,71,121,124,132,136],"a":[29,68,165,185,194],"multi-tenant":[30],"setting":[31],"with":[32,47,77],"low":[33],"performance":[34],"overhead":[35],"interference.":[37],"However,":[38],"it":[39],"may":[40],"be":[41],"observed":[42],"that":[43,209],"tenants":[44],"often":[45],"interfere":[46],"each":[48],"other":[49],"on":[50,101,222],"underlying":[52],"File":[55,60],"Systems":[56],"(BDFS),":[57],"e.g.,":[58],"Hadoop":[59],"System,":[61],"which":[62,125,169,192],"have":[63,147],"been":[64],"widely":[65],"deployed":[66],"persistent":[69],"layer":[70],"current":[72],"data":[73],"centers.":[74],"A":[75],"solution":[76],"systematic":[78],"generality":[79],"is":[80,114],"containerize":[82],"BDFS":[83,107,133,171,216],"itself":[84],"isolate":[86],"allocate":[88],"its":[89],"IO":[90,108,128,142,176,198,203,217],"sources":[91],"multiple":[93],"tenants.":[94],"To":[95,158],"this":[96,160],"end,":[97],"we":[98,163,181],"conduct":[99],"analysis":[100],"ineffectiveness":[103,113,161],"of":[104,119,127],"proportionally":[105,214],"sharing":[106,156,215],"via":[110],"containerization.":[111],"This":[112],"due":[115],"scheduler":[118],"\u201cpseudo-starvation\u201d":[122],"status,":[123],"most":[126],"requests":[129],"are":[130],"backlogged":[131,141],"rather":[134,152],"than":[135,153],"scheduler.":[138],"Without":[139],"enough":[140],"requests,":[143],"existing":[144],"schedulers":[145],"might":[146],"maximize":[149],"device":[150],"utilization":[151,199],"enforce":[154],"proportional":[155,202],"policy.":[157],"resolve":[159],"issue,":[162],"develop":[164],"cross-layer":[166],"system":[167],"calledBDFS-Container,":[168],"containerizes":[170],"at":[172],"Linux":[174],"block":[175],"level.":[177],"Central":[178],"BDFS-Container,":[180],"propose":[182],"design":[184],"proactive":[186],"IOPS":[187],"throttling-based":[188],"mechanism":[189],"namedIOPS":[190],"Regulator,":[191],"achieves":[193],"trade-off":[195],"between":[196],"maximizing":[197],"accurately":[201],"sharing.":[204],"The":[205],"evaluation":[206],"results":[207],"show":[208],"our":[210],"method":[211],"can":[212],"improve":[213],"by":[219],"74.4":[220],"percent":[221],"average.":[223]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
