{"id":"https://openalex.org/W4405347015","doi":"https://doi.org/10.1007/978-981-97-5569-1_33","title":"Accelerating Synchronous Distributed Data Parallel Training with Small Batch Sizes","display_name":"Accelerating Synchronous Distributed Data Parallel Training with Small Batch Sizes","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4405347015","doi":"https://doi.org/10.1007/978-981-97-5569-1_33"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-97-5569-1_33","doi":"https://doi.org/10.1007/978-981-97-5569-1_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-5569-1_33","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4405347115","display_name":"Database Systems for Advanced Applications"},"type":"conference-paper","is_traditional":true,"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/A5007733299","display_name":"Yushu Sun","orcid":"https://orcid.org/0000-0001-8711-0656","observed_orcids":["https://orcid.org/0000-0001-8711-0656"]},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yushu Sun","raw_affiliation_strings":["East China Normal University, Shanghai, China","Shanghai Engineering Research Center of Big Data Management, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of Big Data Management, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029510654","display_name":"Nifei Bi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nifei Bi","raw_affiliation_strings":["East China Normal University, Shanghai, China","Shanghai Engineering Research Center of Big Data Management, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of Big Data Management, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chen Xu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chen Xu","raw_affiliation_strings":["East China Normal University, Shanghai, China","Shanghai Engineering Research Center of Big Data Management, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of Big Data Management, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042417941","display_name":"Yuean Niu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuean Niu","raw_affiliation_strings":["East China Normal University, Shanghai, China","Shanghai Engineering Research Center of Big Data Management, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of Big Data Management, Shanghai, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100957890","display_name":"Hongfu Zhou","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210157582","display_name":"Shanghai Institute of Process Automation Instrumentation (China)","ror":"https://ror.org/04k7c8d26","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210157582"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongfu Zhou","raw_affiliation_strings":["Shanghai Institute of Process Automation and Instrumentation, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Institute of Process Automation and Instrumentation, Shanghai, China","institution_ids":["https://openalex.org/I4210157582"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I66867065"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18280155,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"503","last_page":"513"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.8910999894142151,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.8910999894142151,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.06920000165700912,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.0066999997943639755,"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/small-batch-sizes","display_name":"small batch sizes","score":0.8410000205039978},{"id":"https://openalex.org/keywords/communication-overhead","display_name":"communication overhead","score":0.7649999856948853},{"id":"https://openalex.org/keywords/statistical-efficiency","display_name":"statistical efficiency","score":0.9900000095367432},{"id":"https://openalex.org/keywords/correction-techniques","display_name":"correction techniques","score":0.734000027179718},{"id":"https://openalex.org/keywords/tensorflow","display_name":"TensorFlow","score":0.4390000104904175},{"id":"https://openalex.org/keywords/distributed-deep-learning","display_name":"distributed deep learning","score":0.7919999957084656}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9023122787475586},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5494217872619629},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5357555150985718},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3914330005645752},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-97-5569-1_33","doi":"https://doi.org/10.1007/978-981-97-5569-1_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-5569-1_33","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1788418780","https://openalex.org/W2198403777","https://openalex.org/W2900182564","https://openalex.org/W2970139027","https://openalex.org/W3086105743","https://openalex.org/W3188706325"],"related_works":["https://openalex.org/W7147209007","https://openalex.org/W4287554867","https://openalex.org/W3113081714","https://openalex.org/W4416381421","https://openalex.org/W4388855628","https://openalex.org/W4406276359","https://openalex.org/W4415792991","https://openalex.org/W4416004435","https://openalex.org/W4407690294","https://openalex.org/W4407783556"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2024-12-13T00:00:00"}