{"id":"https://openalex.org/W4400798842","doi":"https://doi.org/10.1145/3671016.3674817","title":"Mono2MS: Deep Fusion of Multi-Source Features for Partitioning Monolith into Microservices","display_name":"Mono2MS: Deep Fusion of Multi-Source Features for Partitioning Monolith into Microservices","publication_year":2024,"publication_date":"2024-07-17","ids":{"openalex":"https://openalex.org/W4400798842","doi":"https://doi.org/10.1145/3671016.3674817"},"language":"en","primary_location":{"id":"doi:10.1145/3671016.3674817","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3671016.3674817","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th Asia-Pacific Symposium on Internetware","raw_type":"proceedings-article"},"type":"conference-paper","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/A5047135180","display_name":"G. Y. Chen","orcid":"https://orcid.org/0000-0002-1451-3515"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Geng Chen","raw_affiliation_strings":["Southwest University, China"],"raw_orcid":"https://orcid.org/0000-0002-1451-3515","affiliations":[{"raw_affiliation_string":"Southwest University, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004191497","display_name":"Chenzihan Li","orcid":null},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenlin Li","raw_affiliation_strings":["Southwest University, China"],"raw_orcid":"https://orcid.org/0009-0003-9621-5267","affiliations":[{"raw_affiliation_string":"Southwest University, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087858001","display_name":"Shmuel Tyszberowicz","orcid":"https://orcid.org/0000-0003-4937-8138"},"institutions":[{"id":"https://openalex.org/I119096390","display_name":"Afeka College of Engineering","ror":"https://ror.org/05dhprc49","country_code":"IL","type":"education","lineage":["https://openalex.org/I119096390"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Shmuel Tyszberowicz","raw_affiliation_strings":["Afeka Academic College of Engineering, Israel"],"raw_orcid":"https://orcid.org/0000-0003-4937-8138","affiliations":[{"raw_affiliation_string":"Afeka Academic College of Engineering, Israel","institution_ids":["https://openalex.org/I119096390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100405109","display_name":"Zhiming Liu","orcid":"https://orcid.org/0000-0001-9771-3071"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiming Liu","raw_affiliation_strings":["Southwest University, China"],"raw_orcid":"https://orcid.org/0000-0001-9771-3071","affiliations":[{"raw_affiliation_string":"Southwest University, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100461698","display_name":"Bo Liu","orcid":"https://orcid.org/0000-0002-9026-2543"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Liu","raw_affiliation_strings":["Southwest University, China"],"raw_orcid":"https://orcid.org/0000-0002-9026-2543","affiliations":[{"raw_affiliation_string":"Southwest University, China","institution_ids":["https://openalex.org/I142108993"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"259","last_page":"268"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9947999715805054,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9918000102043152,"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":0.9147902131080627},{"id":"https://openalex.org/keywords/monolith","display_name":"Monolith","score":0.839601993560791},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6070302128791809},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5814288854598999},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.18328404426574707},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11952650547027588},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.07251980900764465}],"concepts":[{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.9147902131080627},{"id":"https://openalex.org/C152815550","wikidata":"https://www.wikidata.org/wiki/Q653208","display_name":"Monolith","level":3,"score":0.839601993560791},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6070302128791809},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5814288854598999},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.18328404426574707},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11952650547027588},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.07251980900764465},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C161790260","wikidata":"https://www.wikidata.org/wiki/Q82264","display_name":"Catalysis","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3671016.3674817","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3671016.3674817","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th Asia-Pacific Symposium on Internetware","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2010636948","https://openalex.org/W2131153512","https://openalex.org/W2133731789","https://openalex.org/W2754403750","https://openalex.org/W2883128365","https://openalex.org/W2906916823","https://openalex.org/W2942980521","https://openalex.org/W2955831855","https://openalex.org/W2964732194","https://openalex.org/W3128808440","https://openalex.org/W3184007005","https://openalex.org/W3196243846","https://openalex.org/W4283801150","https://openalex.org/W4284668848","https://openalex.org/W4285606442","https://openalex.org/W4296915799","https://openalex.org/W4300954432","https://openalex.org/W4312300670","https://openalex.org/W4313547646"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W3181741639","https://openalex.org/W4210334847","https://openalex.org/W4367181468","https://openalex.org/W2767473057","https://openalex.org/W4225586032","https://openalex.org/W3003367851","https://openalex.org/W3119944216","https://openalex.org/W2994988622"],"abstract_inverted_index":{"Microservice":[0],"architecture":[1,27],"is":[2],"favoured":[3],"for":[4,54,78],"its":[5],"significant":[6,39],"scalability,":[7],"independent":[8],"evolution,":[9],"and":[10,56,65,85,105,141],"advantages":[11,123],"in":[12,25],"performance":[13,66],"elasticity.":[14],"Partitioning":[15],"a":[16,22,38,47,52,72,80,88],"monolith":[17,81,138],"into":[18,82],"microservices":[19,83],"has":[20,131],"become":[21],"pivotal":[23],"issue":[24],"software":[26],"refactoring.":[28],"Concurrently,":[29],"assessing":[30],"the":[31,58,96,99,122,133],"quality":[32,97],"of":[33,67,91,98,124,135],"such":[34,61],"partitioning":[35,79,100],"also":[36],"presents":[37],"challenge.":[40],"To":[41],"address":[42],"this":[43],"problem,":[44],"we":[45,119],"propose":[46],"solution":[48],"that":[49],"(1)":[50],"proposes":[51],"method":[53],"extracting":[55],"representing":[57],"multi-source":[59],"features":[60,139],"as":[62],"semantics,":[63],"functionality,":[64],"monolithic":[68],"systems;":[69],"(2)":[70],"designs":[71],"deep":[73,142],"fusion":[74,143],"graph":[75,144],"clustering":[76,145],"model":[77],"intelligently;":[84],"(3)":[86],"establishes":[87],"comprehensive":[89],"set":[90],"assessment":[92],"metrics":[93],"to":[94],"quantify":[95],"suggestion.":[101],"We":[102],"conducted":[103],"experiments":[104],"analyses":[106],"on":[107],"five":[108],"benchmark":[109],"projects.":[110],"By":[111],"comparing":[112],"our":[113,125,136],"approach":[114],"with":[115],"six":[116],"other":[117],"methods,":[118],"have":[120],"demonstrated":[121],"methodology.":[126],"Furthermore,":[127],"ablating":[128],"different":[129],"modules":[130],"validated":[132],"effectiveness":[134],"proposed":[137],"analysis":[140],"model.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
