{"id":"https://openalex.org/W4404788529","doi":"https://doi.org/10.1145/3652892.3700765","title":"RoleML: a Role-Oriented Programming Model for Customizable Distributed Machine Learning on Edges","display_name":"RoleML: a Role-Oriented Programming Model for Customizable Distributed Machine Learning on Edges","publication_year":2024,"publication_date":"2024-11-27","ids":{"openalex":"https://openalex.org/W4404788529","doi":"https://doi.org/10.1145/3652892.3700765"},"language":"en","primary_location":{"id":"doi:10.1145/3652892.3700765","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3652892.3700765","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th International Middleware Conference","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":null,"display_name":"Yuesheng Tan","orcid":"https://orcid.org/0009-0002-1149-5814"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuesheng Tan","raw_affiliation_strings":["South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0002-1149-5814","affiliations":[{"raw_affiliation_string":"South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050067325","display_name":"Lei Yang","orcid":"https://orcid.org/0000-0002-8732-3675"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Yang","raw_affiliation_strings":["South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8732-3675","affiliations":[{"raw_affiliation_string":"South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wenhao Li","orcid":"https://orcid.org/0009-0006-3412-4644"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhao Li","raw_affiliation_strings":["South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0006-3412-4644","affiliations":[{"raw_affiliation_string":"South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":null,"display_name":"Yuda Wu","orcid":"https://orcid.org/0009-0001-4618-3688"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuda Wu","raw_affiliation_strings":["South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0001-4618-3688","affiliations":[{"raw_affiliation_string":"South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":0.3364,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63194808,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"279","last_page":"291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9980000257492065,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9980000257492065,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9966999888420105,"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/computer-science","display_name":"Computer science","score":0.7940009832382202},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.47416678071022034},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.44276636838912964},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42563578486442566}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7940009832382202},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.47416678071022034},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.44276636838912964},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42563578486442566}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3652892.3700765","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3652892.3700765","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th International Middleware Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2112796928","https://openalex.org/W2559655401","https://openalex.org/W2612690371","https://openalex.org/W2900182564","https://openalex.org/W2950865323","https://openalex.org/W2953738034","https://openalex.org/W3011751313","https://openalex.org/W3047518768","https://openalex.org/W3107401959","https://openalex.org/W3112048118","https://openalex.org/W3116992856","https://openalex.org/W3134672306","https://openalex.org/W3206636350","https://openalex.org/W3208693455","https://openalex.org/W4205429547","https://openalex.org/W4205651827","https://openalex.org/W4210490391","https://openalex.org/W4226329799","https://openalex.org/W4287116725","https://openalex.org/W4294692178","https://openalex.org/W4323343894","https://openalex.org/W4385585435","https://openalex.org/W4387126727","https://openalex.org/W4387356123","https://openalex.org/W4392901776","https://openalex.org/W6797086287"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2137821808"],"abstract_inverted_index":{"Edge":[0],"AI":[1],"aims":[2],"to":[3,12,56],"enable":[4],"distributed":[5],"machine":[6],"learning":[7],"(DML)":[8],"on":[9],"edge":[10],"resources":[11],"fulfill":[13],"the":[14,23],"need":[15],"for":[16,47,64,71],"data":[17,31],"privacy":[18],"and":[19,28,42,50,54,69,74],"low":[20],"latency.":[21],"Meanwhile,":[22],"challenge":[24],"of":[25],"device":[26],"heterogeneity":[27],"discrepancy":[29],"in":[30,40],"distribution":[32],"requires":[33],"more":[34],"sophisticated":[35],"DML":[36],"architectures":[37,66],"that":[38],"differ":[39],"topology":[41],"communication":[43],"strategy.":[44],"This":[45],"calls":[46],"a":[48],"standardized":[49],"general":[51],"programming":[52],"interface":[53],"framework":[55],"develop":[57],"them.":[58],"Existing":[59],"frameworks":[60],"are":[61],"only":[62],"meant":[63],"specific":[65],"(e.g.,":[67],"FedML":[68],"Flower":[70],"Federated":[72],"Learning)":[73],"do":[75],"not":[76],"support":[77],"others":[78],"by":[79],"design.":[80]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
