{"id":"https://openalex.org/W4386486731","doi":"https://doi.org/10.1145/3600061.3603132","title":"A Unified, Flexible Framework in Network Topology Generation for Distributed Machine Learning","display_name":"A Unified, Flexible Framework in Network Topology Generation for Distributed Machine Learning","publication_year":2023,"publication_date":"2023-06-29","ids":{"openalex":"https://openalex.org/W4386486731","doi":"https://doi.org/10.1145/3600061.3603132"},"language":"en","primary_location":{"id":"doi:10.1145/3600061.3603132","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3600061.3603132","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th Asia-Pacific Workshop on Networking","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/A5101554188","display_name":"Jianhao Liu","orcid":"https://orcid.org/0000-0003-2872-7087"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhao Liu","raw_affiliation_strings":["College of Computer and Data Science, Fuzhou University, China"],"raw_orcid":"https://orcid.org/0000-0003-2872-7087","affiliations":[{"raw_affiliation_string":"College of Computer and Data Science, Fuzhou University, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100459387","display_name":"Xiaoyan Li","orcid":"https://orcid.org/0000-0001-6295-2072"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Li","raw_affiliation_strings":["College of Computer and Data Science, Fuzhou University, China"],"raw_orcid":"https://orcid.org/0000-0001-6295-2072","affiliations":[{"raw_affiliation_string":"College of Computer and Data Science, Fuzhou University, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100317723","display_name":"Yanhua Liu","orcid":"https://orcid.org/0000-0002-6076-9968"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanhua Liu","raw_affiliation_strings":["College of Computer and Data Science, Fuzhou University, China"],"raw_orcid":"https://orcid.org/0000-0002-6076-9968","affiliations":[{"raw_affiliation_string":"College of Computer and Data Science, Fuzhou University, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039941317","display_name":"Weibei Fan","orcid":"https://orcid.org/0000-0003-1255-5815"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weibei Fan","raw_affiliation_strings":["Nanjing University of Posts and Telecommunications, China"],"raw_orcid":"https://orcid.org/0000-0003-1255-5815","affiliations":[{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I41198531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":"196","last_page":"197"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9685999751091003,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.965499997138977,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.7661831378936768},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.601223886013031},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5709059238433838},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.45371896028518677},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.30246150493621826},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12629827857017517},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.05575510859489441}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7661831378936768},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.601223886013031},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5709059238433838},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.45371896028518677},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.30246150493621826},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12629827857017517},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.05575510859489441}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3600061.3603132","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3600061.3603132","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th Asia-Pacific Workshop on Networking","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2713756319","display_name":null,"funder_award_id":"2022J05029","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"}],"funders":[{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1979946760","https://openalex.org/W3036987943","https://openalex.org/W4252656915"],"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/W4396696052"],"abstract_inverted_index":{"In":[0],"this":[1,31],"study,":[2],"we":[3],"propose":[4],"a":[5,10],"unified":[6],"framework":[7,33,43],"for":[8,16],"designing":[9],"class":[11],"of":[12,36],"server-centric":[13],"network":[14],"topologies":[15,47],"DML":[17,40,55],"by":[18],"adopting":[19],"top-down":[20],"design":[21,25],"method":[22],"and":[23,53],"combinatorial":[24],"theory.":[26],"Simulation":[27],"results":[28],"show":[29],"that":[30,48],"flexible":[32],"is":[34],"capable":[35],"effectively":[37],"supporting":[38],"various":[39,50],"tasks.":[41,56],"Our":[42],"can":[44],"generate":[45],"compatible":[46],"meet":[49],"resource":[51],"constraints":[52],"different":[54]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
