{"id":"https://openalex.org/W2994889071","doi":"https://doi.org/10.1109/access.2019.2955547","title":"Model Aggregation Method for Data Parallelism in Distributed Real-Time Machine Learning of Smart Sensing Equipment","display_name":"Model Aggregation Method for Data Parallelism in Distributed Real-Time Machine Learning of Smart Sensing Equipment","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2994889071","doi":"https://doi.org/10.1109/access.2019.2955547","mag":"2994889071"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2955547","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2955547","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08911318.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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://ieeexplore.ieee.org/ielx7/6287639/8600701/08911318.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081094059","display_name":"Yuchen Fan","orcid":"https://orcid.org/0000-0002-2838-7708"},"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":"Yuchen Fan","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","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/0000-0002-2838-7708","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":"Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China; 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/A5063323129","display_name":"Zhenguo Wei","orcid":"https://orcid.org/0000-0002-1414-2515"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhenguo Wei","raw_affiliation_strings":["Zhejiang Dawning Information Technology Company, Ltd., Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1414-2515","affiliations":[{"raw_affiliation_string":"Zhejiang Dawning Information Technology Company, Ltd., Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100624320","display_name":"Jilin Zhang","orcid":"https://orcid.org/0000-0002-0423-9356"},"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/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/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"id":"https://openalex.org/I4391767888","display_name":"State Key Laboratory of Computer Architecture","ror":"https://ror.org/02pq9w205","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176","https://openalex.org/I4391767888"]},{"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":"Jilin Zhang","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","State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","Zhejiang Dawning Information Technology Company, Ltd., 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; State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0423-9356","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":"State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"raw_affiliation_string":"Zhejiang Dawning Information Technology Company, Ltd., Hangzhou, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China; School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China; State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176","https://openalex.org/I4391767888","https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052887620","display_name":"Nankun Zhao","orcid":"https://orcid.org/0000-0002-5482-2718"},"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":"Nailiang Zhao","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","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/0000-0002-5482-2718","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":"Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China; 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/A5100893193","display_name":"Yongjian Ren","orcid":"https://orcid.org/0000-0001-7560-1757"},"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","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/0000-0001-7560-1757","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":"Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China; 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/A5059824074","display_name":"Jian Wan","orcid":"https://orcid.org/0000-0002-7732-7525"},"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","Zhejiang University of Science and Technology, 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; Zhejiang University of Science and Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7732-7525","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":"Zhejiang University of Science and Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China; School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China; Zhejiang University of Science and Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160","https://openalex.org/I50760025"]}]},{"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","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/0000-0002-8195-5401","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":"Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China; 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/A5089821013","display_name":"Zhongyu Shen","orcid":"https://orcid.org/0000-0003-4832-3450"},"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":"Zhongyu Shen","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","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/0000-0003-4832-3450","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":"Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China; 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/A5100440600","display_name":"Jue Wang","orcid":"https://orcid.org/0000-0002-2723-7169"},"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":["Computer Network Information Center, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2723-7169","affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048908938","display_name":"Juncong Zhang","orcid":"https://orcid.org/0000-0002-7425-8712"},"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/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/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"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":"Juncong Zhang","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","State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","Zhejiang Dawning Information Technology Company, Ltd., Hangzhou, China","[Zhejiang Dawning Information Technology Company, Ltd., Hangzhou, China]"],"raw_orcid":"https://orcid.org/0000-0002-7425-8712","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":"State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"raw_affiliation_string":"Zhejiang Dawning Information Technology Company, Ltd., Hangzhou, China","institution_ids":[]},{"raw_affiliation_string":"[Zhejiang Dawning Information Technology Company, Ltd., Hangzhou, China]","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.1529,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.86364503,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"7","issue":null,"first_page":"172065","last_page":"172073"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9962999820709229,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9962999820709229,"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/T12676","display_name":"Machine Learning and ELM","score":0.9940000176429749,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.992900013923645,"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":0.8187285661697388},{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"Stochastic gradient descent","score":0.5958186984062195},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.541449785232544},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.4414823055267334},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43148359656333923},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4188118278980255},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4130405783653259},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37115466594696045},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08280882239341736},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.07882177829742432}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8187285661697388},{"id":"https://openalex.org/C206688291","wikidata":"https://www.wikidata.org/wiki/Q7617819","display_name":"Stochastic gradient descent","level":3,"score":0.5958186984062195},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.541449785232544},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.4414823055267334},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43148359656333923},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4188118278980255},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4130405783653259},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37115466594696045},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08280882239341736},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.07882177829742432},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2955547","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2955547","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08911318.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3570b32578a74cb0adbf0a0fec7406b0","is_oa":true,"landing_page_url":"https://doaj.org/article/3570b32578a74cb0adbf0a0fec7406b0","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 7, Pp 172065-172073 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2955547","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2955547","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08911318.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/G1210919303","display_name":null,"funder_award_id":"LY17F020029","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1939923794","display_name":null,"funder_award_id":"2019C01059","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2106376035","display_name":"\u4e91\u8ba1\u7b97\u4e2d\u57fa\u4e8e\u5185\u5bb9\u76f8\u4f3c\u6027\u7684\u8d44\u6e90\u52a8\u6001\u878d\u5408\u6280\u672f\u7814\u7a76","funder_award_id":"61572163","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3633588980","display_name":null,"funder_award_id":"CXJJ2018052","funder_id":"https://openalex.org/F4320321935","funder_display_name":"Hangzhou Dianzi University"},{"id":"https://openalex.org/G3846658949","display_name":null,"funder_award_id":"61572163","funder_id":"https://openalex.org/F4320321935","funder_display_name":"Hangzhou Dianzi University"},{"id":"https://openalex.org/G4499480288","display_name":null,"funder_award_id":"61672200","funder_id":"https://openalex.org/F4320321935","funder_display_name":"Hangzhou Dianzi University"},{"id":"https://openalex.org/G5087371242","display_name":null,"funder_award_id":"LY16F020018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5153483505","display_name":"\u57fa\u4e8e\u7279\u6027\u5206\u6790\u7684\u5927\u89c4\u6a21\u673a\u5668\u5b66\u4e60\u6027\u80fd\u4f18\u5316\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61672200","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5451000094","display_name":null,"funder_award_id":"LY17F020029","funder_id":"https://openalex.org/F4320321935","funder_display_name":"Hangzhou Dianzi University"},{"id":"https://openalex.org/G6133939601","display_name":null,"funder_award_id":"LY16F020018","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/F4320321935","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2994889071.pdf","grobid_xml":"https://content.openalex.org/works/W2994889071.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1821462560","https://openalex.org/W1994616650","https://openalex.org/W2041517243","https://openalex.org/W2081612620","https://openalex.org/W2114262241","https://openalex.org/W2138302120","https://openalex.org/W2157825465","https://openalex.org/W2166706236","https://openalex.org/W2168231600","https://openalex.org/W2336650964","https://openalex.org/W2405883473","https://openalex.org/W2523246573","https://openalex.org/W2579247884","https://openalex.org/W2617960902","https://openalex.org/W2893541821","https://openalex.org/W2898227364","https://openalex.org/W2912194035","https://openalex.org/W2930749509","https://openalex.org/W2944698605","https://openalex.org/W2951398599","https://openalex.org/W2952243269","https://openalex.org/W2952468414","https://openalex.org/W2952714963","https://openalex.org/W2963539958","https://openalex.org/W2963804082","https://openalex.org/W6638523607","https://openalex.org/W6638803421","https://openalex.org/W6680748266","https://openalex.org/W6684249991","https://openalex.org/W6684859321","https://openalex.org/W6703420464","https://openalex.org/W6727249380","https://openalex.org/W6729681907","https://openalex.org/W6738250615","https://openalex.org/W6761090747","https://openalex.org/W6764449361","https://openalex.org/W6764594744"],"related_works":["https://openalex.org/W4206903459","https://openalex.org/W2754816816","https://openalex.org/W4366280654","https://openalex.org/W3160167280","https://openalex.org/W4362706668","https://openalex.org/W4231621013","https://openalex.org/W3171021120","https://openalex.org/W3008318776","https://openalex.org/W2041416246","https://openalex.org/W3020853991"],"abstract_inverted_index":{"In":[0],"distributed":[1,26,47],"real-time":[2],"machine":[3,27,48],"learning":[4,28,49],"of":[5,25,35,46,58,65,92,106,130],"smart":[6,36],"sensing":[7,37],"equipment,":[8],"training":[9,12,125],"speed":[10],"and":[11,101,140],"accuracy":[13,59,126],"are":[14],"two":[15],"hard-to-choose":[16],"trade-off":[17],"performance":[18,105],"measures":[19],"directly":[20],"influenced":[21],"by":[22,61,127],"the":[23,42,56,62,66,72,84,90,93,98,104,107,117,124,134,144],"design":[24],"algorithms.":[29],"And":[30],"it":[31,102],"will":[32],"influence":[33],"effort":[34],"equipment":[38],"directly.":[39],"We":[40],"take":[41],"model":[43,99,139],"aggregation":[44],"method":[45,80,110],"as":[50],"a":[51,128],"starting":[52],"point.":[53],"Due":[54],"to":[55,88],"loss":[57,73,85],"caused":[60],"direct":[63],"averaging":[64],"parameter":[67,108],"average":[68,109],"method,":[69],"we":[70],"developed":[71],"function":[74,86],"weight":[75,91],"reorder":[76],"stochastic":[77],"gradient":[78],"descent":[79],"(LR-SGD).":[81],"LR-SGD":[82],"uses":[83],"value":[87],"determine":[89],"work":[94],"nodes":[95],"when":[96],"aggregating":[97],"parameters,":[100],"improves":[103],"for":[111,133,143],"nonconvex":[112],"problems.":[113],"As":[114],"shown":[115],"in":[116],"experiment":[118],"results,":[119],"our":[120],"algorithm":[121],"can":[122],"improve":[123],"maximum":[129],"approximately":[131,141],"0.57%":[132],"Bulk":[135],"Synchronous":[136,146],"Parallel":[137,147],"(BSP)":[138],"6.30%":[142],"Stale":[145],"(SSP)":[148],"model.":[149]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
