{"id":"https://openalex.org/W7125965745","doi":"https://doi.org/10.1109/tsc.2026.3658420","title":"Improving Microservices Identification for Migration to Cloud-Native Applications","display_name":"Improving Microservices Identification for Migration to Cloud-Native Applications","publication_year":2026,"publication_date":"2026-01-28","ids":{"openalex":"https://openalex.org/W7125965745","doi":"https://doi.org/10.1109/tsc.2026.3658420"},"language":null,"primary_location":{"id":"doi:10.1109/tsc.2026.3658420","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2026.3658420","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Services Computing","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/A5010987704","display_name":"Shaghayegh Izadpanah","orcid":null},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Shaghayegh Izadpanah","raw_affiliation_strings":["SQLab (Software Quality Laboratory) and CCLab (Cloud Computing Laboratory), Ferdowsi University of Mashhad (FUM), Mashhad, Iran"],"raw_orcid":"https://orcid.org/0009-0004-0600-3541","affiliations":[{"raw_affiliation_string":"SQLab (Software Quality Laboratory) and CCLab (Cloud Computing Laboratory), Ferdowsi University of Mashhad (FUM), Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083939201","display_name":"Abbas Rasoolzadegan","orcid":"https://orcid.org/0000-0001-8668-5650"},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Abbas Rasoolzadegan","raw_affiliation_strings":["SQLab, Department of Computer Engineering, Faculty of Engineering, Ferdowsi University of Mashhad (FUM), Mashhad, Iran"],"raw_orcid":"https://orcid.org/0000-0001-8668-5650","affiliations":[{"raw_affiliation_string":"SQLab, Department of Computer Engineering, Faculty of Engineering, Ferdowsi University of Mashhad (FUM), Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087227170","display_name":"Saeid Abrishami","orcid":"https://orcid.org/0000-0003-1421-5179"},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Saeid Abrishami","raw_affiliation_strings":["CCLab (Cloud Computing Laboratory), Department of Computer Engineering, Faculty of Engineering, Ferdowsi University of Mashhad (FUM), Mashhad, Iran"],"raw_orcid":"https://orcid.org/0000-0003-1421-5179","affiliations":[{"raw_affiliation_string":"CCLab (Cloud Computing Laboratory), Department of Computer Engineering, Faculty of Engineering, Ferdowsi University of Mashhad (FUM), Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103613633","display_name":"A R Heravi Mousavi","orcid":null},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Amir Mousavi","raw_affiliation_strings":["SQLab, Ferdowsi University of Mashhad (FUM), Mashhad, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SQLab, Ferdowsi University of Mashhad (FUM), Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I86958956"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07960104,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":"3","first_page":"2191","last_page":"2204"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9902999997138977,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9902999997138977,"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":0.0027000000700354576,"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/T10260","display_name":"Software Engineering Research","score":0.0019000000320374966,"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/microservices","display_name":"Microservices","score":0.9575999975204468},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.580299973487854},{"id":"https://openalex.org/keywords/cohesion","display_name":"Cohesion (chemistry)","score":0.5327000021934509},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4632999897003174},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4228000044822693},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4205000102519989},{"id":"https://openalex.org/keywords/software-architecture","display_name":"Software architecture","score":0.41659998893737793},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.40849998593330383}],"concepts":[{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.9575999975204468},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8633000254631042},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.580299973487854},{"id":"https://openalex.org/C104054115","wikidata":"https://www.wikidata.org/wiki/Q216828","display_name":"Cohesion (chemistry)","level":2,"score":0.5327000021934509},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.484499990940094},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4632999897003174},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4228000044822693},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4205000102519989},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.41760000586509705},{"id":"https://openalex.org/C35869016","wikidata":"https://www.wikidata.org/wiki/Q846636","display_name":"Software architecture","level":3,"score":0.41659998893737793},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.40849998593330383},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.352400004863739},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.34700000286102295},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.3255999982357025},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.31790000200271606},{"id":"https://openalex.org/C57041688","wikidata":"https://www.wikidata.org/wiki/Q220644","display_name":"Service-oriented architecture","level":3,"score":0.30140000581741333},{"id":"https://openalex.org/C164100034","wikidata":"https://www.wikidata.org/wiki/Q1870629","display_name":"Loose coupling","level":2,"score":0.29840001463890076},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.28630000352859497},{"id":"https://openalex.org/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.2849000096321106},{"id":"https://openalex.org/C176225458","wikidata":"https://www.wikidata.org/wiki/Q595971","display_name":"Graph database","level":3,"score":0.2825999855995178},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.27219998836517334},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2718000113964081},{"id":"https://openalex.org/C2779599972","wikidata":"https://www.wikidata.org/wiki/Q82231","display_name":"NoSQL","level":3,"score":0.2529999911785126}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsc.2026.3658420","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2026.3658420","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Services Computing","raw_type":"journal-article"}],"best_oa_location":null,"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":{"Recently,":[0],"the":[1,56,155,162],"software":[2],"development":[3],"industry":[4],"has":[5,171],"witnessed":[6],"a":[7,26,37,98,112,115,131],"growing":[8],"trend":[9],"toward":[10],"migrating":[11],"from":[12,21,110,145],"monolithic":[13,146],"systems":[14],"to":[15,35,53,71,101,141,160],"microservices.":[16,167],"However,":[17],"identifying":[18,45,166],"microservice":[19,46,75,143],"candidates":[20,47,144],"an":[22],"existing":[23,194],"monolith":[24,117],"is":[25],"primary":[27],"challenge":[28],"in":[29,114,185],"this":[30,128],"migration":[31],"process,":[32],"often":[33],"proving":[34],"be":[36],"complex":[38],"and":[39,63,84,104,121,138,158],"labor-intensive":[40],"task.":[41],"Current":[42],"methods":[43,69,89],"for":[44],"have":[48],"major":[49],"drawbacks.":[50],"They":[51],"fail":[52],"adequately":[54],"cover":[55],"various":[57,197],"dependencies":[58,140],"between":[59,106],"different":[60],"system":[61,94],"entities":[62],"their":[64],"relative":[65],"importance.":[66],"Additionally,":[67],"these":[68,87,126],"neglect":[70],"simultaneously":[72,150],"consider":[73],"important":[74],"architectural":[76],"characteristics,":[77],"such":[78,111],"as":[79,179],"functional":[80],"independence,":[81,83],"data":[82],"granularity.":[85],"Typically,":[86],"identification":[88],"involve":[90],"graph":[91,113],"modeling":[92],"of":[93,154,165],"classes,":[95],"followed":[96],"by":[97],"clustering":[99],"process":[100],"optimize":[102],"coupling":[103],"cohesion":[105],"classes.":[107],"Identifying":[108],"microservices":[109,156],"large":[116],"requires":[118],"significant":[119],"time":[120,163],"computational":[122],"power.":[123],"To":[124],"address":[125],"limitations,":[127],"paper":[129],"proposes":[130],"method":[132,149,170,192],"that":[133,190],"utilizes":[134],"structural,":[135],"conceptual,":[136],"behavioral,":[137],"database":[139],"identify":[142],"systems.":[147],"This":[148],"addresses":[151],"key":[152],"characteristics":[153],"architecture":[157],"attempts":[159],"manage":[161],"cost":[164],"The":[168,187],"proposed":[169],"been":[172],"evaluated":[173],"using":[174],"four":[175],"widely-used":[176],"open-source":[177],"projects":[178],"case":[180],"studies,":[181],"analyzing":[182],"five":[183],"metrics":[184],"total.":[186],"results":[188],"show":[189],"our":[191],"outperforms":[193],"approaches":[195],"across":[196],"evaluation":[198],"metrics.":[199]},"counts_by_year":[],"updated_date":"2026-06-12T06:20:11.936012","created_date":"2026-01-29T00:00:00"}
