{"id":"https://openalex.org/W2990177355","doi":"https://doi.org/10.4018/ijoci.2020010104","title":"Data Lake Architecture","display_name":"Data Lake Architecture","publication_year":2019,"publication_date":"2019-11-29","ids":{"openalex":"https://openalex.org/W2990177355","doi":"https://doi.org/10.4018/ijoci.2020010104","mag":"2990177355"},"language":"en","primary_location":{"id":"doi:10.4018/ijoci.2020010104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijoci.2020010104","pdf_url":null,"source":{"id":"https://openalex.org/S199269040","display_name":"International Journal of Organizational and Collective Intelligence","issn_l":"1947-9344","issn":["1947-9344","1947-9352"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Organizational and Collective Intelligence","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/A5007110641","display_name":"Arvind Panwar","orcid":"https://orcid.org/0000-0001-9957-6365"},"institutions":[{"id":"https://openalex.org/I105454292","display_name":"Guru Gobind Singh Indraprastha University","ror":"https://ror.org/034q1za58","country_code":"IN","type":"education","lineage":["https://openalex.org/I105454292"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Arvind Panwar","raw_affiliation_strings":["GGSIP University, Delhi, India"],"affiliations":[{"raw_affiliation_string":"GGSIP University, Delhi, India","institution_ids":["https://openalex.org/I105454292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075349449","display_name":"Vishal Bhatnagar","orcid":"https://orcid.org/0000-0002-2681-0103"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vishal Bhatnagar","raw_affiliation_strings":["Department of Computer Science and Engineering, Ambedkar Institute of Advanced Communication Technologies and Research, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Ambedkar Institute of Advanced Communication Technologies and Research, New Delhi, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5007110641"],"corresponding_institution_ids":["https://openalex.org/I105454292"],"apc_list":null,"apc_paid":null,"fwci":2.6721,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.91000997,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"10","issue":"1","first_page":"63","last_page":"75"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9997000098228455,"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/T11719","display_name":"Data Quality and Management","score":0.9990000128746033,"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/T14280","display_name":"Big Data Technologies and Applications","score":0.9642999768257141,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8445838689804077},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.7555538415908813},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7005040049552917},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.6042501926422119},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6027691960334778},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.5659709572792053},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5506965517997742},{"id":"https://openalex.org/keywords/confusion","display_name":"Confusion","score":0.5155705809593201},{"id":"https://openalex.org/keywords/data-virtualization","display_name":"Data virtualization","score":0.4826222360134125},{"id":"https://openalex.org/keywords/data-architecture","display_name":"Data architecture","score":0.4746994376182556},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.46667397022247314},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.41286951303482056},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.37825140357017517},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.18330219388008118},{"id":"https://openalex.org/keywords/reference-architecture","display_name":"Reference architecture","score":0.13916251063346863},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.13109898567199707},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.11052089929580688},{"id":"https://openalex.org/keywords/software-architecture","display_name":"Software architecture","score":0.09929874539375305},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.09570911526679993}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8445838689804077},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.7555538415908813},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7005040049552917},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.6042501926422119},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6027691960334778},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.5659709572792053},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5506965517997742},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.5155705809593201},{"id":"https://openalex.org/C80344994","wikidata":"https://www.wikidata.org/wiki/Q5227369","display_name":"Data virtualization","level":4,"score":0.4826222360134125},{"id":"https://openalex.org/C94070970","wikidata":"https://www.wikidata.org/wiki/Q638422","display_name":"Data architecture","level":5,"score":0.4746994376182556},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.46667397022247314},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.41286951303482056},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.37825140357017517},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.18330219388008118},{"id":"https://openalex.org/C55356503","wikidata":"https://www.wikidata.org/wiki/Q2136675","display_name":"Reference architecture","level":4,"score":0.13916251063346863},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.13109898567199707},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.11052089929580688},{"id":"https://openalex.org/C35869016","wikidata":"https://www.wikidata.org/wiki/Q846636","display_name":"Software architecture","level":3,"score":0.09929874539375305},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.09570911526679993},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/ijoci.2020010104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijoci.2020010104","pdf_url":null,"source":{"id":"https://openalex.org/S199269040","display_name":"International Journal of Organizational and Collective Intelligence","issn_l":"1947-9344","issn":["1947-9344","1947-9352"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Organizational and Collective Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W377295446","https://openalex.org/W802842249","https://openalex.org/W916305875","https://openalex.org/W1017116093","https://openalex.org/W1510133588","https://openalex.org/W2023451755","https://openalex.org/W2030397439","https://openalex.org/W2159588611","https://openalex.org/W2193121729","https://openalex.org/W2202064371","https://openalex.org/W2222139884","https://openalex.org/W2261525379","https://openalex.org/W2340139852","https://openalex.org/W2357624768","https://openalex.org/W2407961458","https://openalex.org/W2424304400","https://openalex.org/W2425316268","https://openalex.org/W2427309783","https://openalex.org/W2488170923","https://openalex.org/W2530589556","https://openalex.org/W2533068969","https://openalex.org/W2563832757","https://openalex.org/W2594526919","https://openalex.org/W2745459583","https://openalex.org/W2759369808","https://openalex.org/W2785444232","https://openalex.org/W2794193648","https://openalex.org/W2807292920","https://openalex.org/W2907280276","https://openalex.org/W2921317508","https://openalex.org/W2948318731","https://openalex.org/W2966917845","https://openalex.org/W4236889117","https://openalex.org/W6612914554"],"related_works":["https://openalex.org/W2522980826","https://openalex.org/W4211040133","https://openalex.org/W3129291078","https://openalex.org/W2181647270","https://openalex.org/W3082688266","https://openalex.org/W1535822977","https://openalex.org/W3023665088","https://openalex.org/W2555124447","https://openalex.org/W2238520454","https://openalex.org/W2753650998"],"abstract_inverted_index":{"Data":[0,51,93,119],"is":[1,11,28,45,52,61,129,143,160],"the":[2,16,58,68,87,101,163,173],"biggest":[3,59],"asset":[4],"after":[5],"people":[6],"for":[7,55,117,136],"businesses,":[8],"and":[9,43,57,70,146,165],"it":[10],"a":[12,53,112,123,132],"new":[13,113],"driver":[14],"of":[15,21,33,36,40,89,157,175],"world":[17],"economy.":[18],"The":[19,126,155],"volume":[20],"data":[22,37,74,83,96,114,124,127,133,138,153,170],"that":[23],"enterprises":[24],"gather":[25],"every":[26],"day":[27],"growing":[29],"rapidly.":[30],"This":[31],"kind":[32],"rapid":[34],"growth":[35],"in":[38],"terms":[39],"volume,":[41],"variety,":[42],"velocity":[44],"known":[46,121],"as":[47,122,131],"Big":[48,50,65,80,92,118],"Data.":[49,66,81],"challenge":[54,60],"enterprises,":[56],"how":[62],"to":[63,78,161],"store":[64,79],"In":[67],"past":[69],"some":[71,144,167],"organizations":[72],"currently,":[73],"warehouses":[75,84],"are":[76,109],"used":[77],"Enterprise":[82],"work":[85],"on":[86,100,111],"concept":[88],"schema-on-write":[90],"but":[91],"analytics":[94],"want":[95],"storage":[97,120],"which":[98,148],"works":[99],"schema-on-read":[102],"concept.":[103],"To":[104],"fulfill":[105],"market":[106],"demand,":[107],"researchers":[108],"working":[110],"repository":[115],"system":[116],"lake.":[125],"lake":[128],"defined":[130],"landing":[134],"area":[135],"raw":[137],"from":[139],"many":[140],"sources.":[141],"There":[142],"confusion":[145,164],"questions":[147],"must":[149],"be":[150],"answered":[151],"about":[152,169],"lakes.":[154],"objective":[156],"this":[158],"article":[159],"reduce":[162],"address":[166],"question":[168],"lakes":[171],"with":[172],"help":[174],"architecture.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}