{"id":"https://openalex.org/W2794834851","doi":"https://doi.org/10.1109/access.2018.2820899","title":"An Adaptive Synchronous Parallel Strategy for Distributed Machine Learning","display_name":"An Adaptive Synchronous Parallel Strategy for Distributed Machine Learning","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2794834851","doi":"https://doi.org/10.1109/access.2018.2820899","mag":"2794834851"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2820899","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2820899","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2820899","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100624323","display_name":"Jilin Zhang","orcid":"https://orcid.org/0000-0003-0241-0727"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jilin Zhang","raw_affiliation_strings":["College of Electrical Engineering, Zhejiang University, Hangzhou, China","Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China","School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China","School of Information and Electronic engineering, Zhejiang University of Science and Technology, Hangzhou, China","Zhejiang Provincial Engineering Center on Media Data Cloud Processing and Analysis, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"School of Information and Electronic engineering, Zhejiang University of Science and Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"Zhejiang Provincial Engineering Center on Media Data Cloud Processing and Analysis, Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073428693","display_name":"Hangdi Tu","orcid":"https://orcid.org/0000-0001-9461-7658"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hangdi Tu","raw_affiliation_strings":["Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China","School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9461-7658","affiliations":[{"raw_affiliation_string":"Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101556071","display_name":"Yongjian Ren","orcid":"https://orcid.org/0000-0003-0346-2051"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongjian Ren","raw_affiliation_strings":["Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China","School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101964066","display_name":"Jian Wan","orcid":"https://orcid.org/0000-0003-0775-4254"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Wan","raw_affiliation_strings":["Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China","School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China","School of Information and Electronic engineering, Zhejiang University of Science and Technology, Hangzhou, China","Zhejiang Provincial Engineering Center on Media Data Cloud Processing and Analysis, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"School of Information and Electronic engineering, Zhejiang University of Science and Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"Zhejiang Provincial Engineering Center on Media Data Cloud Processing and Analysis, Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101911602","display_name":"L. Zhou","orcid":"https://orcid.org/0000-0002-8195-5401"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhou","raw_affiliation_strings":["Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China","School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425352","display_name":"Mingwei Li","orcid":"https://orcid.org/0000-0002-0457-8091"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingwei Li","raw_affiliation_strings":["Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China","School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100440623","display_name":"Jue Wang","orcid":"https://orcid.org/0000-0003-2675-4911"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jue Wang","raw_affiliation_strings":["Supercomputing Center of Computer Network Information Center, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Supercomputing Center of Computer Network Information Center, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210108629","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100624323"],"corresponding_institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I168879160","https://openalex.org/I50760025","https://openalex.org/I76130692"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.7099,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.92195541,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"19222","last_page":"19230"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9970999956130981,"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":0.9965000152587891,"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"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9958999752998352,"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":0.8779821395874023},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.7014015913009644},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.6652039289474487},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.6257876753807068},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5533525347709656},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5354068279266357},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43911072611808777},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3793337047100067},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12790250778198242}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8779821395874023},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.7014015913009644},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.6652039289474487},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.6257876753807068},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5533525347709656},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5354068279266357},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43911072611808777},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3793337047100067},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12790250778198242},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2820899","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2820899","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:29a5d2bbf578498fb898554c81096c1b","is_oa":true,"landing_page_url":"https://doaj.org/article/29a5d2bbf578498fb898554c81096c1b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 19222-19230 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2820899","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2820899","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2106376035","display_name":null,"funder_award_id":"61572163","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3982025103","display_name":null,"funder_award_id":"CARCH201712","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G5153483505","display_name":null,"funder_award_id":"61672200","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5974579584","display_name":null,"funder_award_id":"SJJD2014005","funder_id":"https://openalex.org/F4320321935","funder_display_name":"Hangzhou Dianzi University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320321935","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1442374986","https://openalex.org/W1528469369","https://openalex.org/W1969805974","https://openalex.org/W1975934607","https://openalex.org/W2041517243","https://openalex.org/W2049469158","https://openalex.org/W2060393849","https://openalex.org/W2096544401","https://openalex.org/W2113547287","https://openalex.org/W2115364117","https://openalex.org/W2127941149","https://openalex.org/W2132737349","https://openalex.org/W2133201251","https://openalex.org/W2133233009","https://openalex.org/W2138996412","https://openalex.org/W2142535891","https://openalex.org/W2154579312","https://openalex.org/W2154983209","https://openalex.org/W2166706236","https://openalex.org/W2168231600","https://openalex.org/W2170503676","https://openalex.org/W2173213060","https://openalex.org/W2186615578","https://openalex.org/W2255575265","https://openalex.org/W2265775419","https://openalex.org/W2335835108","https://openalex.org/W2339765813","https://openalex.org/W2402144811","https://openalex.org/W2569020760","https://openalex.org/W2579247884","https://openalex.org/W2613322955","https://openalex.org/W2613466232","https://openalex.org/W2614375709","https://openalex.org/W2745107842","https://openalex.org/W2757713658","https://openalex.org/W2953384591","https://openalex.org/W2962885409","https://openalex.org/W2963390885","https://openalex.org/W2963410977","https://openalex.org/W2964043796","https://openalex.org/W3035757797","https://openalex.org/W3098565717","https://openalex.org/W6628377381","https://openalex.org/W6631564300","https://openalex.org/W6662929504","https://openalex.org/W6676756733","https://openalex.org/W6677054210","https://openalex.org/W6679154944","https://openalex.org/W6679393576","https://openalex.org/W6682751323","https://openalex.org/W6684249991","https://openalex.org/W6684859321","https://openalex.org/W6692846177","https://openalex.org/W6712502102","https://openalex.org/W6713134421","https://openalex.org/W6763775535","https://openalex.org/W6785094550"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W1926736923","https://openalex.org/W2158836806","https://openalex.org/W2393816671","https://openalex.org/W2083665254","https://openalex.org/W1980801634"],"abstract_inverted_index":{"In":[0,79],"recent":[1],"years,":[2],"distributed":[3,28,90],"systems":[4],"have":[5],"mainly":[6],"been":[7],"used":[8],"to":[9,50,60],"train":[10],"machine":[11],"learning":[12],"(ML)":[13],"models.":[14],"However,":[15],"as":[16],"a":[17,27,52],"result":[18],"of":[19,40,64,75,100,116,157],"the":[20,35,62,65,68,73,76,84,93,97,105,113,127,137,152,158,161],"different":[21],"performances":[22],"among":[23],"computational":[24,102],"nodes":[25],"in":[26,32,136],"cluster":[29],"and":[30,37,71,149,154,165],"delays":[31],"network":[33],"transmission,":[34],"accuracies":[36],"convergence":[38,155],"rates":[39],"ML":[41,128],"models":[42],"are":[43],"relatively":[44],"low.":[45],"Therefore,":[46],"it":[47,150],"is":[48,108],"necessary":[49],"design":[51],"reasonable":[53],"strategy":[54,88,99,125,144],"that":[55,142],"provides":[56],"dynamic":[57],"communication":[58],"optimization":[59],"improve":[61],"utilization":[63],"cluster,":[66],"accelerate":[67],"training":[69,77,163],"times,":[70],"strengthen":[72],"accuracy":[74,153],"model.":[78],"this":[80],"paper,":[81],"we":[82],"propose":[83],"adaptive":[85],"synchronous":[86],"parallel":[87],"for":[89],"ML.":[91],"Through":[92],"performance":[94,115],"monitoring":[95],"model,":[96,159],"synchronization":[98],"each":[101,117],"node":[103],"with":[104],"parameter":[106],"server":[107],"adjusted":[109],"adaptively":[110],"by":[111,133],"considering":[112],"full":[114],"node,":[118],"thereby":[119],"ensuring":[120],"higher":[121],"accuracy.":[122],"Furthermore,":[123],"our":[124,143],"prevents":[126],"model":[129,162],"from":[130],"being":[131],"affected":[132],"irrelevant":[134],"tasks":[135],"same":[138],"cluster.":[139],"Experiments":[140],"show":[141],"fully":[145],"improves":[146],"clustering":[147],"performance,":[148],"ensures":[151],"speed":[156],"increases":[160],"speed,":[164],"has":[166],"good":[167],"expansibility.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":9}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
