{"id":"https://openalex.org/W4283699881","doi":"https://doi.org/10.23919/mipro55190.2022.9803717","title":"An Overview of Current Data Lake Architecture Models","display_name":"An Overview of Current Data Lake Architecture Models","publication_year":2022,"publication_date":"2022-05-23","ids":{"openalex":"https://openalex.org/W4283699881","doi":"https://doi.org/10.23919/mipro55190.2022.9803717"},"language":"en","primary_location":{"id":"doi:10.23919/mipro55190.2022.9803717","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro55190.2022.9803717","pdf_url":null,"source":{"id":"https://openalex.org/S4363605136","display_name":"2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)","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/A5006615424","display_name":"Tomislav Hlupi\u0107","orcid":"https://orcid.org/0000-0003-0814-8774"},"institutions":[{"id":"https://openalex.org/I4210102288","display_name":"Algebra University College","ror":"https://ror.org/019m6wk21","country_code":"HR","type":"education","lineage":["https://openalex.org/I4210102288"]},{"id":"https://openalex.org/I4210147632","display_name":"Croatian Personal Data Protection Agency","ror":"https://ror.org/0433h3c62","country_code":"HR","type":"government","lineage":["https://openalex.org/I4210147632"]}],"countries":["HR"],"is_corresponding":true,"raw_author_name":"Tomislav Hlupic","raw_affiliation_strings":["Poslovna Inteligencija d. o. o.,Zagreb,Croatia","Poslovna Inteligencija d. o. o., Zagreb, Croatia","Algebra University College, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Poslovna Inteligencija d. o. o.,Zagreb,Croatia","institution_ids":["https://openalex.org/I4210147632"]},{"raw_affiliation_string":"Poslovna Inteligencija d. o. o., Zagreb, Croatia","institution_ids":[]},{"raw_affiliation_string":"Algebra University College, Zagreb, Croatia","institution_ids":["https://openalex.org/I4210102288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001301325","display_name":"Dra\u017een Ore\u0161\u010danin","orcid":"https://orcid.org/0000-0002-0233-3971"},"institutions":[{"id":"https://openalex.org/I4210102288","display_name":"Algebra University College","ror":"https://ror.org/019m6wk21","country_code":"HR","type":"education","lineage":["https://openalex.org/I4210102288"]},{"id":"https://openalex.org/I4210147632","display_name":"Croatian Personal Data Protection Agency","ror":"https://ror.org/0433h3c62","country_code":"HR","type":"government","lineage":["https://openalex.org/I4210147632"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Drazen Orescanin","raw_affiliation_strings":["Poslovna Inteligencija d. o. o.,Zagreb,Croatia","Algebra University College, Zagreb, Croatia","Poslovna Inteligencija d. o. o., Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Poslovna Inteligencija d. o. o.,Zagreb,Croatia","institution_ids":["https://openalex.org/I4210147632"]},{"raw_affiliation_string":"Algebra University College, Zagreb, Croatia","institution_ids":["https://openalex.org/I4210102288"]},{"raw_affiliation_string":"Poslovna Inteligencija d. o. o., Zagreb, Croatia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058836117","display_name":"Domagoj Ru\u017eak","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102288","display_name":"Algebra University College","ror":"https://ror.org/019m6wk21","country_code":"HR","type":"education","lineage":["https://openalex.org/I4210102288"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Domagoj Ruzak","raw_affiliation_strings":["Algebra University College,Zagreb,Croatia","Algebra University College, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Algebra University College,Zagreb,Croatia","institution_ids":["https://openalex.org/I4210102288"]},{"raw_affiliation_string":"Algebra University College, Zagreb, Croatia","institution_ids":["https://openalex.org/I4210102288"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056642319","display_name":"Mirta Baranovi\u0107","orcid":"https://orcid.org/0000-0002-8941-5485"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]},{"id":"https://openalex.org/I4390039327","display_name":"Faculty of Electrical Engineering and Computing in Zagreb","ror":"https://ror.org/04e90ca47","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428","https://openalex.org/I4390039327"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Mirta Baranovic","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing,Zagreb,Croatia","Faculty of Electrical Engineering and Computing, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing,Zagreb,Croatia","institution_ids":["https://openalex.org/I181343428"]},{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428","https://openalex.org/I4390039327"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006615424"],"corresponding_institution_ids":["https://openalex.org/I4210102288","https://openalex.org/I4210147632"],"apc_list":null,"apc_paid":null,"fwci":6.704,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.9835892,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1082","last_page":"1087"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9779000282287598,"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/architecture","display_name":"Architecture","score":0.7482791543006897},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7392297983169556},{"id":"https://openalex.org/keywords/database-centric-architecture","display_name":"Database-centric architecture","score":0.5776998996734619},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5167524218559265},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5109990835189819},{"id":"https://openalex.org/keywords/data-architecture","display_name":"Data architecture","score":0.5017690658569336},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47695767879486084},{"id":"https://openalex.org/keywords/reference-architecture","display_name":"Reference architecture","score":0.38993215560913086},{"id":"https://openalex.org/keywords/applications-architecture","display_name":"Applications architecture","score":0.3472312092781067},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.336720734834671},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32721930742263794},{"id":"https://openalex.org/keywords/systems-architecture","display_name":"Systems architecture","score":0.2428705394268036},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.20818445086479187},{"id":"https://openalex.org/keywords/software-architecture","display_name":"Software architecture","score":0.15868061780929565},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11126422882080078},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.07387840747833252}],"concepts":[{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.7482791543006897},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7392297983169556},{"id":"https://openalex.org/C154240960","wikidata":"https://www.wikidata.org/wiki/Q2860294","display_name":"Database-centric architecture","level":5,"score":0.5776998996734619},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5167524218559265},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5109990835189819},{"id":"https://openalex.org/C94070970","wikidata":"https://www.wikidata.org/wiki/Q638422","display_name":"Data architecture","level":5,"score":0.5017690658569336},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47695767879486084},{"id":"https://openalex.org/C55356503","wikidata":"https://www.wikidata.org/wiki/Q2136675","display_name":"Reference architecture","level":4,"score":0.38993215560913086},{"id":"https://openalex.org/C41065761","wikidata":"https://www.wikidata.org/wiki/Q2193309","display_name":"Applications architecture","level":4,"score":0.3472312092781067},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.336720734834671},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32721930742263794},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.2428705394268036},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.20818445086479187},{"id":"https://openalex.org/C35869016","wikidata":"https://www.wikidata.org/wiki/Q846636","display_name":"Software architecture","level":3,"score":0.15868061780929565},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11126422882080078},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.07387840747833252},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/mipro55190.2022.9803717","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro55190.2022.9803717","pdf_url":null,"source":{"id":"https://openalex.org/S4363605136","display_name":"2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1624245830","https://openalex.org/W2007721750","https://openalex.org/W2883354997","https://openalex.org/W2968441198","https://openalex.org/W3015446482","https://openalex.org/W3045488292","https://openalex.org/W3146147323","https://openalex.org/W3211870954","https://openalex.org/W4240544887"],"related_works":["https://openalex.org/W4238407057","https://openalex.org/W2976480616","https://openalex.org/W2342672932","https://openalex.org/W2905071167","https://openalex.org/W4226237158","https://openalex.org/W2902876962","https://openalex.org/W2372256883","https://openalex.org/W1632450615","https://openalex.org/W2356280685","https://openalex.org/W2353106314"],"abstract_inverted_index":{"As":[0],"the":[1,10,14,29,33,43,54,60,105,113,116,122,125,138],"Data":[2,22,55,83,119,126,139],"Lakes":[3],"have":[4,25,38],"gained":[5],"a":[6,65],"significant":[7],"presence":[8],"in":[9,13,59,68,121,131],"data":[11,69],"world":[12],"previous":[15],"decade,":[16],"several":[17,95],"main":[18],"approaches":[19],"to":[20,77,112,133],"building":[21],"Lake":[23,56,127,140],"architectures":[24,75],"been":[26,39],"proposed.":[27],"From":[28],"initial":[30],"architecture":[31,47,97,114],"towards":[32],"novel":[34],"ones,":[35],"omnipresent":[36],"layers":[37,48,87],"established,":[40],"while":[41],"at":[42],"same":[44],"time":[45],"new":[46],"are":[49],"evolving.":[50],"The":[51],"evolution":[52],"of":[53,107,118,124],"is":[57],"mirrored":[58],"architectures,":[61],"giving":[62],"each":[63],"layer":[64],"distinctive":[66],"role":[67],"processing":[70],"and":[71,102],"consumption.":[72],"Moreover,":[73],"evolving":[74],"tend":[76],"incorporate":[78],"established":[79],"approaches,":[80],"such":[81],"as":[82],"Vaults,":[84],"into":[85],"their":[86,109],"for":[88],"more":[89],"refined":[90],"usages.":[91],"In":[92],"this":[93],"article,":[94],"well-known":[96],"models":[98],"will":[99,128],"be":[100,129],"presented":[101],"compared":[103],"with":[104],"goal":[106],"identifying":[108],"advantages.":[110],"Next":[111],"models,":[115],"topic":[117],"Governance":[120],"terms":[123],"covered":[130],"order":[132],"expound":[134],"its":[135],"impact":[136],"on":[137],"modeling.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4}],"updated_date":"2026-04-22T08:38:42.863108","created_date":"2025-10-10T00:00:00"}