{"id":"https://openalex.org/W4409129807","doi":"https://doi.org/10.1007/s11227-025-07169-y","title":"Pipeline parallelism with reduced network communication for efficient compute-intensive neural network training","display_name":"Pipeline parallelism with reduced network communication for efficient compute-intensive neural network training","publication_year":2025,"publication_date":"2025-04-01","ids":{"openalex":"https://openalex.org/W4409129807","doi":"https://doi.org/10.1007/s11227-025-07169-y"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-025-07169-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07169-y","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-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":"https://openalex.org/A5032308190","display_name":"Chanhee Yu","orcid":"https://orcid.org/0000-0003-0811-5542"},"institutions":[{"id":"https://openalex.org/I119522612","display_name":"Daejeon University","ror":"https://ror.org/02eqchk86","country_code":"KR","type":"education","lineage":["https://openalex.org/I119522612"]},{"id":"https://openalex.org/I878022262","display_name":"Korea Institute of Science & Technology Information","ror":"https://ror.org/01k4yrm29","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I878022262"]},{"id":"https://openalex.org/I88761825","display_name":"Korea University of Science and Technology","ror":"https://ror.org/000qzf213","country_code":"KR","type":"education","lineage":["https://openalex.org/I88761825"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chanhee Yu","raw_affiliation_strings":["Center for Supercomputing Technology Development, Korea Institute of Science and Technology Information, 245, Daehak-ro, Daejeon, 34141, Republic of Korea","Department of Big Data Science, University of Science and Technology, 245, Daehak-ro, Daejeon, 34112, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Center for Supercomputing Technology Development, Korea Institute of Science and Technology Information, 245, Daehak-ro, Daejeon, 34141, Republic of Korea","institution_ids":["https://openalex.org/I878022262"]},{"raw_affiliation_string":"Department of Big Data Science, University of Science and Technology, 245, Daehak-ro, Daejeon, 34112, Republic of Korea","institution_ids":["https://openalex.org/I88761825","https://openalex.org/I119522612"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003111778","display_name":"Kyongseok Park","orcid":"https://orcid.org/0000-0001-5164-7099"},"institutions":[{"id":"https://openalex.org/I119522612","display_name":"Daejeon University","ror":"https://ror.org/02eqchk86","country_code":"KR","type":"education","lineage":["https://openalex.org/I119522612"]},{"id":"https://openalex.org/I878022262","display_name":"Korea Institute of Science & Technology Information","ror":"https://ror.org/01k4yrm29","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I878022262"]},{"id":"https://openalex.org/I88761825","display_name":"Korea University of Science and Technology","ror":"https://ror.org/000qzf213","country_code":"KR","type":"education","lineage":["https://openalex.org/I88761825"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Kyongseok Park","raw_affiliation_strings":["Center for Supercomputing Technology Development, Korea Institute of Science and Technology Information, 245, Daehak-ro, Daejeon, 34141, Republic of Korea","Department of Applied AI, University of Science and Technology, 245, Daehak-ro, Daejeon, 34112, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Center for Supercomputing Technology Development, Korea Institute of Science and Technology Information, 245, Daehak-ro, Daejeon, 34141, Republic of Korea","institution_ids":["https://openalex.org/I878022262"]},{"raw_affiliation_string":"Department of Applied AI, University of Science and Technology, 245, Daehak-ro, Daejeon, 34112, Republic of Korea","institution_ids":["https://openalex.org/I119522612","https://openalex.org/I88761825"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5003111778"],"corresponding_institution_ids":["https://openalex.org/I119522612","https://openalex.org/I878022262","https://openalex.org/I88761825"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0294665,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"81","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9986000061035156,"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/T10320","display_name":"Neural Networks and Applications","score":0.9986000061035156,"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":0.9973000288009644,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9015416502952576},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.8091160655021667},{"id":"https://openalex.org/keywords/parallelism","display_name":"Parallelism (grammar)","score":0.7464127540588379},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.6026790142059326},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5813813209533691},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5757119655609131},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.32517391443252563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28961122035980225},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18065261840820312}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9015416502952576},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.8091160655021667},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.7464127540588379},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.6026790142059326},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5813813209533691},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5757119655609131},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.32517391443252563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28961122035980225},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18065261840820312},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-025-07169-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07169-y","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2016670980","display_name":null,"funder_award_id":"K25L1M2C2-01","funder_id":"https://openalex.org/F4320322105","funder_display_name":"Korea Institute of Science and Technology Information"}],"funders":[{"id":"https://openalex.org/F4320322105","display_name":"Korea Institute of Science and Technology Information","ror":"https://ror.org/01k4yrm29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1583837637","https://openalex.org/W2060393849","https://openalex.org/W2131613942","https://openalex.org/W2194775991","https://openalex.org/W2592962403","https://openalex.org/W2890554434","https://openalex.org/W2899128648","https://openalex.org/W2969388332","https://openalex.org/W2982664135","https://openalex.org/W3132107458","https://openalex.org/W3164436820","https://openalex.org/W3206832494","https://openalex.org/W4221068112","https://openalex.org/W4312910503","https://openalex.org/W4321096782","https://openalex.org/W4384787320"],"related_works":["https://openalex.org/W230091440","https://openalex.org/W2045183646","https://openalex.org/W2233261550","https://openalex.org/W2162409446","https://openalex.org/W2810751659","https://openalex.org/W258997015","https://openalex.org/W2997094352","https://openalex.org/W2033862586","https://openalex.org/W1595672120","https://openalex.org/W4230999561"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-02-22T13:39:03.778224","created_date":"2025-10-10T00:00:00"}