{"id":"https://openalex.org/W2766407896","doi":"https://doi.org/10.1145/3146347.3146350","title":"An Efficient Task-based All-Reduce for Machine Learning Applications","display_name":"An Efficient Task-based All-Reduce for Machine Learning Applications","publication_year":2017,"publication_date":"2017-10-31","ids":{"openalex":"https://openalex.org/W2766407896","doi":"https://doi.org/10.1145/3146347.3146350","mag":"2766407896"},"language":"en","primary_location":{"id":"doi:10.1145/3146347.3146350","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3146347.3146350","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Machine Learning on HPC Environments","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100330785","display_name":"Zhenyu Li","orcid":"https://orcid.org/0000-0003-4117-8772"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhenyu Li","raw_affiliation_strings":["Department of Computer Science, University of Warwick Coventry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick Coventry, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077280123","display_name":"James Davis","orcid":"https://orcid.org/0000-0002-7890-4005"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"James Davis","raw_affiliation_strings":["Department of Computer Science, University of Warwick Coventry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick Coventry, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051267613","display_name":"Stephen A. Jarvis","orcid":"https://orcid.org/0000-0002-1249-2167"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stephen Jarvis","raw_affiliation_strings":["Department of Computer Science, University of Warwick Coventry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick Coventry, UK","institution_ids":["https://openalex.org/I39555362"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I39555362"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"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":0.9997000098228455,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9983999729156494,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.998199999332428,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8155624866485596},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7492973804473877},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.400001585483551},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3978767395019531},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3824179768562317},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09351778030395508},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.07580071687698364}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8155624866485596},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7492973804473877},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.400001585483551},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3978767395019531},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3824179768562317},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09351778030395508},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07580071687698364}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3146347.3146350","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3146347.3146350","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Machine Learning on HPC Environments","raw_type":"proceedings-article"},{"id":"pmh:oai:wrap.warwick.ac.uk:95878","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference Item"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/25121661-7845-4fd5-bb15-7383cabea062","is_oa":false,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/25121661-7845-4fd5-bb15-7383cabea062","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G899962378","display_name":"EPSRC Centre for Doctoral Training in Urban Science and Progress","funder_award_id":"EP/L016400/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1442374986","https://openalex.org/W1518038022","https://openalex.org/W1558115001","https://openalex.org/W1572016165","https://openalex.org/W2039548408","https://openalex.org/W2041517243","https://openalex.org/W2082171780","https://openalex.org/W2100830825","https://openalex.org/W2131975293","https://openalex.org/W2155893237","https://openalex.org/W2163605009","https://openalex.org/W2168231600","https://openalex.org/W2173213060","https://openalex.org/W2198403777","https://openalex.org/W2384495648","https://openalex.org/W2407746682","https://openalex.org/W2566979091","https://openalex.org/W2913854892","https://openalex.org/W2953384591","https://openalex.org/W6713134421"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"All-Reduce":[0],"is":[1,29,44],"a":[2,52],"collective-combine":[3],"operation":[4,20],"frequently":[5],"utilised":[6],"in":[7,11,54],"synchronous":[8],"parameter":[9],"updates":[10],"parallel":[12],"machine":[13],"learning":[14],"algorithms.":[15],"The":[16],"performance":[17],"of":[18,24,50,56],"this":[19],"-":[21,28],"and":[22,36],"subsequently":[23],"the":[25,38,47,62],"algorithm":[26],"itself":[27],"heavily":[30],"dependent":[31],"on":[32,37,41],"its":[33],"implementation,":[34],"configuration":[35],"supporting":[39],"hardware":[40],"which":[42],"it":[43],"run.":[45],"Given":[46],"pivotal":[48],"role":[49],"all-reduce,":[51],"failure":[53],"any":[55],"these":[57],"regards":[58],"will":[59],"significantly":[60],"impact":[61],"resulting":[63],"scientific":[64],"output.":[65]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}
