{"id":"https://openalex.org/W4285297247","doi":"https://doi.org/10.1007/978-3-031-07312-0_6","title":"Hy-Fi: Hybrid Five-Dimensional Parallel DNN Training on\u00a0High-Performance GPU Clusters","display_name":"Hy-Fi: Hybrid Five-Dimensional Parallel DNN Training on\u00a0High-Performance GPU Clusters","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285297247","doi":"https://doi.org/10.1007/978-3-031-07312-0_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-07312-0_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-07312-0_6","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,"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"},"type":"book-chapter","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/A5057769693","display_name":"Arpan Jain","orcid":"https://orcid.org/0000-0003-2522-8522"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Arpan Jain","raw_affiliation_strings":["The Ohio State University, Columbus, OH, 43210, USA"],"affiliations":[{"raw_affiliation_string":"The Ohio State University, Columbus, OH, 43210, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078128277","display_name":"Aamir Shafi","orcid":"https://orcid.org/0000-0002-1924-2769"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aamir Shafi","raw_affiliation_strings":["The Ohio State University, Columbus, OH, 43210, USA"],"affiliations":[{"raw_affiliation_string":"The Ohio State University, Columbus, OH, 43210, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015153122","display_name":"Quentin Anthony","orcid":"https://orcid.org/0000-0002-6823-9080"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Quentin Anthony","raw_affiliation_strings":["The Ohio State University, Columbus, OH, 43210, USA"],"affiliations":[{"raw_affiliation_string":"The Ohio State University, Columbus, OH, 43210, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057608531","display_name":"Pouya Kousha","orcid":"https://orcid.org/0009-0004-7507-0940"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pouya Kousha","raw_affiliation_strings":["The Ohio State University, Columbus, OH, 43210, USA"],"affiliations":[{"raw_affiliation_string":"The Ohio State University, Columbus, OH, 43210, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034293705","display_name":"Hari Subramoni","orcid":"https://orcid.org/0000-0002-1200-2754"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hari Subramoni","raw_affiliation_strings":["The Ohio State University, Columbus, OH, 43210, USA"],"affiliations":[{"raw_affiliation_string":"The Ohio State University, Columbus, OH, 43210, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105345016","display_name":"Dhableswar K. Panda","orcid":null},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dhableswar K. Panda","raw_affiliation_strings":["The Ohio State University, Columbus, OH, 43210, USA"],"affiliations":[{"raw_affiliation_string":"The Ohio State University, Columbus, OH, 43210, USA","institution_ids":["https://openalex.org/I52357470"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5057769693"],"corresponding_institution_ids":["https://openalex.org/I52357470"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.9893,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.84612074,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"109","last_page":"130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9994000196456909,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life 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":0.8962253332138062},{"id":"https://openalex.org/keywords/data-parallelism","display_name":"Data parallelism","score":0.7681084871292114},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7642995715141296},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.7631779313087463},{"id":"https://openalex.org/keywords/parallelism","display_name":"Parallelism (grammar)","score":0.7378687858581543},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.45467716455459595},{"id":"https://openalex.org/keywords/task-parallelism","display_name":"Task parallelism","score":0.4503534734249115},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.42998558282852173},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06883159279823303}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8962253332138062},{"id":"https://openalex.org/C61483411","wikidata":"https://www.wikidata.org/wiki/Q3124522","display_name":"Data parallelism","level":3,"score":0.7681084871292114},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7642995715141296},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.7631779313087463},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.7378687858581543},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.45467716455459595},{"id":"https://openalex.org/C42992933","wikidata":"https://www.wikidata.org/wiki/Q691169","display_name":"Task parallelism","level":3,"score":0.4503534734249115},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.42998558282852173},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06883159279823303},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-07312-0_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-07312-0_6","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,"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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2124653173","https://openalex.org/W2580688187","https://openalex.org/W2766362889","https://openalex.org/W2785452945","https://openalex.org/W2896410853","https://openalex.org/W2901299405","https://openalex.org/W2972073717","https://openalex.org/W3006113130","https://openalex.org/W3020605687","https://openalex.org/W3037116551","https://openalex.org/W3115379504","https://openalex.org/W3132977829","https://openalex.org/W3176615255","https://openalex.org/W4248722156","https://openalex.org/W6600225990","https://openalex.org/W6604447124","https://openalex.org/W6756040250","https://openalex.org/W6756379755"],"related_works":["https://openalex.org/W4240606930","https://openalex.org/W4309044545","https://openalex.org/W2378666660","https://openalex.org/W2313503008","https://openalex.org/W1508832769","https://openalex.org/W2047301304","https://openalex.org/W1608806855","https://openalex.org/W3095555187","https://openalex.org/W4285297247","https://openalex.org/W1517776641"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
