{"id":"https://openalex.org/W6968009882","doi":"https://doi.org/10.5281/zenodo.15463881","title":"Synthesizing Structural and Process Views of MLOps Architectures: A Systematic Mapping Study","display_name":"Synthesizing Structural and Process Views of MLOps Architectures: A Systematic Mapping Study","publication_year":2025,"publication_date":"2025-05-16","ids":{"openalex":"https://openalex.org/W6968009882","doi":"https://doi.org/10.5281/zenodo.15463881"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.15463881","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15463881","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.15463881","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Amou Najafabadi, Faezeh","orcid":"https://orcid.org/0009-0006-6413-9118"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Amou Najafabadi, Faezeh","raw_affiliation_strings":["Vrije Universiteit Amsterdam"],"raw_orcid":"https://orcid.org/0009-0006-6413-9118","affiliations":[{"raw_affiliation_string":"Vrije Universiteit Amsterdam","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bogner, Justus","orcid":"https://orcid.org/0000-0001-5788-0991"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Bogner, Justus","raw_affiliation_strings":["Vrije Universiteit Amsterdam"],"raw_orcid":"https://orcid.org/0000-0001-5788-0991","affiliations":[{"raw_affiliation_string":"Vrije Universiteit Amsterdam","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Gerostathopoulos, Ilias","orcid":"https://orcid.org/0000-0001-9333-7101"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Gerostathopoulos, Ilias","raw_affiliation_strings":["Vrije Universiteit Amsterdam"],"raw_orcid":"https://orcid.org/0000-0001-9333-7101","affiliations":[{"raw_affiliation_string":"Vrije Universiteit Amsterdam","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"last","author":{"id":null,"display_name":"Lago, Patricia","orcid":"https://orcid.org/0000-0002-2234-0845"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Lago, Patricia","raw_affiliation_strings":["Vrije Universiteit Amsterdam"],"raw_orcid":"https://orcid.org/0000-0002-2234-0845","affiliations":[{"raw_affiliation_string":"Vrije Universiteit Amsterdam","institution_ids":["https://openalex.org/I865915315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.7228999733924866},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.7177000045776367},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6327999830245972},{"id":"https://openalex.org/keywords/replication","display_name":"Replication (statistics)","score":0.510200023651123},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.3849000036716461},{"id":"https://openalex.org/keywords/replicate","display_name":"Replicate","score":0.38440001010894775},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.28940001130104065},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.28519999980926514}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7247999906539917},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.7228999733924866},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.7177000045776367},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6327999830245972},{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.510200023651123},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.47110000252723694},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.3849000036716461},{"id":"https://openalex.org/C2781162219","wikidata":"https://www.wikidata.org/wiki/Q26250693","display_name":"Replicate","level":2,"score":0.38440001010894775},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37119999527931213},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.30489999055862427},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2953000068664551},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.28940001130104065},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.28519999980926514},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2838999927043915},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.28299999237060547},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.2703000009059906},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.26989999413490295},{"id":"https://openalex.org/C48262172","wikidata":"https://www.wikidata.org/wiki/Q16908765","display_name":"Design process","level":3,"score":0.26840001344680786},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.26669999957084656},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.2655999958515167},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.262800008058548},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.26089999079704285},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.2583000063896179},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.2549000084400177}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.15463881","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15463881","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.15463881","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15463881","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"repository":[1],"contains":[2,55],"all":[3],"the":[4,12,56,85,89,96,105,110,115],"data,":[5],"scripts,":[6],"and":[7,40,49,79,98],"documents":[8],"that":[9,87],"can":[10,101],"assist":[11],"readers":[13],"in":[14,27,104],"replicating":[15],"our":[16],"research":[17,57,97],"which":[18],"is":[19],"currently":[20],"under":[21],"submission.":[22],"The":[23,31,52,62],"following":[24],"are":[25],"included":[26],"this":[28,60],"replication":[29],"package:":[30],"folder":[32,54],"\u2018data\u2019":[33],"includes":[34],"3":[35],"spreadsheet":[36],"files":[37],"containing":[38],"search":[39],"snowballing":[41],"results":[42],"(list":[43],"of":[44,59,70,95],"selected":[45],"papers),":[46],"data":[47,50],"extraction,":[48],"synthesis.":[51],"\u2018documents\u2019":[53],"design":[58],"study.":[61],"study":[63],"aims":[64],"to":[65,92],"synthesize":[66],"a":[67,75,80],"comprehensive":[68],"architecture":[69],"state-of-the-art":[71],"MLOps":[72],"systems":[73],"from":[74],"structural":[76],"perspective":[77,82],"(RQ1)":[78],"process":[81,100,111],"(RQ2).":[83],"All":[84],"scripts":[86],"help":[88],"interested":[90],"reader":[91],"automate":[93],"parts":[94],"synthesis":[99],"be":[102],"found":[103],"\u2018scripts\u2019":[106],"folder.":[107],"To":[108],"replicate":[109],"one":[112],"may":[113],"consult":[114],"protocol.":[116]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}