{"id":"https://openalex.org/W3094939718","doi":"https://doi.org/10.1109/tpds.2020.3034517","title":"Large-Scale Analysis of Docker Images and Performance Implications for Container Storage Systems","display_name":"Large-Scale Analysis of Docker Images and Performance Implications for Container Storage Systems","publication_year":2020,"publication_date":"2020-10-28","ids":{"openalex":"https://openalex.org/W3094939718","doi":"https://doi.org/10.1109/tpds.2020.3034517","mag":"3094939718"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2020.3034517","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2020.3034517","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/A5000655733","display_name":"Nannan Zhao","orcid":"https://orcid.org/0000-0002-7897-5612"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nannan Zhao","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Xi'an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045054131","display_name":"Vasily Tarasov","orcid":"https://orcid.org/0000-0003-1424-9977"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vasily Tarasov","raw_affiliation_strings":["IBM Research-Almaden, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research-Almaden, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083817094","display_name":"Hadeel Albahar","orcid":"https://orcid.org/0000-0002-4732-2707"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hadeel Albahar","raw_affiliation_strings":["Department of Computer Science, Virginia Tech., Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Tech., Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054645319","display_name":"Ali Anwar","orcid":"https://orcid.org/0000-0003-4487-2436"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Anwar","raw_affiliation_strings":["IBM Research-Almaden, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research-Almaden, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049824486","display_name":"Lukas Rupprecht","orcid":null},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lukas Rupprecht","raw_affiliation_strings":["IBM Research-Almaden, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research-Almaden, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109391071","display_name":"Dimitrios Skourtis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dimitrios Skourtis","raw_affiliation_strings":["IBM Research-Almaden, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research-Almaden, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009265929","display_name":"Arnab K. Paul","orcid":"https://orcid.org/0000-0002-3694-5511"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arnab K. Paul","raw_affiliation_strings":["Department of Computer Science, Virginia Tech., Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Tech., Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101802055","display_name":"Keren Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keren Chen","raw_affiliation_strings":["Department of Computer Science, Virginia Tech., Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Tech., Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013454209","display_name":"Ali R. Butt","orcid":"https://orcid.org/0000-0002-0871-7263"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali R. Butt","raw_affiliation_strings":["Department of Computer Science, Virginia Tech., Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Tech., Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5000655733"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":4.853,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.95349729,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"32","issue":"4","first_page":"918","last_page":"930"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9991999864578247,"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":0.9936000108718872,"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/computer-science","display_name":"Computer science","score":0.8484897017478943},{"id":"https://openalex.org/keywords/data-deduplication","display_name":"Data deduplication","score":0.8031056523323059},{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.7707259654998779},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.5964696407318115},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.5804837346076965},{"id":"https://openalex.org/keywords/file-system","display_name":"File system","score":0.5416723489761353},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.446174681186676},{"id":"https://openalex.org/keywords/computer-data-storage","display_name":"Computer data storage","score":0.4299103319644928},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.42340052127838135}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8484897017478943},{"id":"https://openalex.org/C32587265","wikidata":"https://www.wikidata.org/wiki/Q1182260","display_name":"Data deduplication","level":2,"score":0.8031056523323059},{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.7707259654998779},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.5964696407318115},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.5804837346076965},{"id":"https://openalex.org/C2780940931","wikidata":"https://www.wikidata.org/wiki/Q174989","display_name":"File system","level":2,"score":0.5416723489761353},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.446174681186676},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.4299103319644928},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.42340052127838135},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tpds.2020.3034517","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2020.3034517","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":[{"display_name":"Industry, innovation and infrastructure","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G29399595","display_name":null,"funder_award_id":"CNS-1405697","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G300087880","display_name":null,"funder_award_id":"CNS-1615411","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7965752731","display_name":null,"funder_award_id":"L192027","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G8729824241","display_name":null,"funder_award_id":"CCF-1919113","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8930546572","display_name":null,"funder_award_id":"OAC-2004751","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/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W2006816934","https://openalex.org/W2036548030","https://openalex.org/W2050621158","https://openalex.org/W2075174112","https://openalex.org/W2132325488","https://openalex.org/W2136290019","https://openalex.org/W2181936530","https://openalex.org/W2294747777","https://openalex.org/W2295559186","https://openalex.org/W2470809521","https://openalex.org/W2555475592","https://openalex.org/W2572817543","https://openalex.org/W2587188045","https://openalex.org/W2598200822","https://openalex.org/W2605856244","https://openalex.org/W2610476708","https://openalex.org/W2612808279","https://openalex.org/W2739699384","https://openalex.org/W2763958491","https://openalex.org/W2885143938","https://openalex.org/W2899160556","https://openalex.org/W2928834531","https://openalex.org/W2931122162","https://openalex.org/W2962914897","https://openalex.org/W2970658103","https://openalex.org/W2971188880","https://openalex.org/W2988346468","https://openalex.org/W2988683110","https://openalex.org/W3046237546","https://openalex.org/W4285719527","https://openalex.org/W6697377647","https://openalex.org/W6730263202","https://openalex.org/W6742191746","https://openalex.org/W6753781131","https://openalex.org/W6755923984","https://openalex.org/W6766207752","https://openalex.org/W6781779593"],"related_works":["https://openalex.org/W3144870715","https://openalex.org/W3142319788","https://openalex.org/W2587188779","https://openalex.org/W3008013744","https://openalex.org/W2884042376","https://openalex.org/W2615141153","https://openalex.org/W2077135008","https://openalex.org/W223870977","https://openalex.org/W2739791894","https://openalex.org/W2351285699"],"abstract_inverted_index":{"Docker":[0,53,77,107],"containers":[1,103],"have":[2],"become":[3],"a":[4,41,55,63,134,145],"prominent":[5],"solution":[6],"for":[7,102,157,178,182],"supporting":[8],"modern":[9],"enterprise":[10],"applications":[11],"due":[12],"to":[13,95,137],"the":[14,26,87,117,170],"highly":[15],"desirable":[16],"features":[17],"of":[18,25,45,75,89,116,148,172],"isolation,":[19],"low":[20],"overhead,":[21],"and":[22,85,106,154,167,175,184],"efficient":[23],"packaging":[24],"application\u2019s":[27],"execution":[28],"environment.":[29],"Containers":[30],"are":[31,36,121,125],"created":[32],"from":[33],"images":[34,120],"which":[35,129],"shared":[37],"between":[38],"users":[39],"via":[40],"registry.":[42],"The":[43],"amount":[44],"data":[46,173],"registries":[47,108],"store":[48],"is":[49],"massive.":[50],"For":[51,111],"example,":[52,112],"Hub,":[54],"popular":[56,159],"public":[57,65],"registry,":[58],"stores":[59],"at":[60],"least":[61],"half":[62],"million":[64],"images.":[66],"In":[67],"this":[68],"article,":[69],"we":[70,142],"analyze":[71],"over":[72],"167":[73],"TB":[74],"uncompressed":[76],"Hub":[78],"images,":[79,179],"characterize":[80],"them":[81],"using":[82],"multiple":[83,158],"metrics":[84],"evaluate":[86],"potential":[88,136],"file-level":[90,131],"deduplication.":[91],"Our":[92,163],"analysis":[93,147],"helps":[94],"make":[96],"conscious":[97],"decisions":[98],"when":[99],"designing":[100],"storage":[101,139,161,185],"in":[104,109,119],"general":[105],"particular.":[110],"only":[113],"3":[114],"percent":[115],"files":[118],"unique":[122],"while":[123],"others":[124],"redundant":[126],"file":[127],"copies,":[128],"means":[130],"deduplication":[132],"has":[133],"great":[135],"save":[138],"space.":[140],"Furthermore,":[141],"carry":[143],"out":[144],"comprehensive":[146],"both":[149],"small":[150],"I/O":[151],"request":[152],"performance":[153,156],"copy-on-write":[155],"container":[160],"drivers.":[162,186],"findings":[164],"can":[165],"motivate":[166],"help":[168],"improve":[169],"design":[171],"reduction":[174],"caching":[176],"methods":[177],"pulling":[180],"optimizations":[181],"registries,":[183]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
