{"id":"https://openalex.org/W3038296641","doi":"https://doi.org/10.1145/3392717.3392762","title":"Wavefront parallelization of recurrent neural networks on multi-core architectures","display_name":"Wavefront parallelization of recurrent neural networks on multi-core architectures","publication_year":2020,"publication_date":"2020-06-29","ids":{"openalex":"https://openalex.org/W3038296641","doi":"https://doi.org/10.1145/3392717.3392762","mag":"3038296641"},"language":"en","primary_location":{"id":"doi:10.1145/3392717.3392762","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3392717.3392762","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM International Conference on Supercomputing","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2117/192508","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001516171","display_name":"Robin Kumar Sharma","orcid":null},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Robin Kumar Sharma","raw_affiliation_strings":["Barcelona Supercomputing Center (BSC), Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barcelona Supercomputing Center (BSC), Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044183257","display_name":"Marc Casas","orcid":"https://orcid.org/0000-0003-4564-2093"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Marc Casas","raw_affiliation_strings":["Barcelona Supercomputing Center (BSC), Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barcelona Supercomputing Center (BSC), Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9991000294685364,"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":0.9991000294685364,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9937999844551086,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9891999959945679,"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":0.8499488830566406},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.7980009317398071},{"id":"https://openalex.org/keywords/parallelism","display_name":"Parallelism (grammar)","score":0.6653438806533813},{"id":"https://openalex.org/keywords/wavefront","display_name":"Wavefront","score":0.6394522190093994},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5021204948425293},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49584659934043884},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.4521881639957428},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.4447246789932251},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4406716525554657},{"id":"https://openalex.org/keywords/data-parallelism","display_name":"Data parallelism","score":0.41024649143218994},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3971942663192749}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8499488830566406},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.7980009317398071},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.6653438806533813},{"id":"https://openalex.org/C165699331","wikidata":"https://www.wikidata.org/wiki/Q461533","display_name":"Wavefront","level":2,"score":0.6394522190093994},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5021204948425293},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49584659934043884},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.4521881639957428},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.4447246789932251},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4406716525554657},{"id":"https://openalex.org/C61483411","wikidata":"https://www.wikidata.org/wiki/Q3124522","display_name":"Data parallelism","level":3,"score":0.41024649143218994},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3971942663192749},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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":2,"locations":[{"id":"doi:10.1145/3392717.3392762","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3392717.3392762","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM International Conference on Supercomputing","raw_type":"proceedings-article"},{"id":"pmh:oai:upcommons.upc.edu:2117/192508","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/192508","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference report"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/192508","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/192508","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference report"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7599999904632568,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G6645456112","display_name":null,"funder_award_id":"779877","funder_id":"https://openalex.org/F4320333067","funder_display_name":"Sixth Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320333067","display_name":"Sixth Framework Programme","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W196214544","https://openalex.org/W322821155","https://openalex.org/W1504820690","https://openalex.org/W1810943226","https://openalex.org/W1827297289","https://openalex.org/W1924770834","https://openalex.org/W1976888542","https://openalex.org/W1986760892","https://openalex.org/W1988888548","https://openalex.org/W2010556856","https://openalex.org/W2031144446","https://openalex.org/W2064675550","https://openalex.org/W2072566913","https://openalex.org/W2098688018","https://openalex.org/W2119196219","https://openalex.org/W2121029939","https://openalex.org/W2121153954","https://openalex.org/W2130325614","https://openalex.org/W2140833774","https://openalex.org/W2142677441","https://openalex.org/W2143612262","https://openalex.org/W2147088720","https://openalex.org/W2155893237","https://openalex.org/W2186615578","https://openalex.org/W2293634267","https://openalex.org/W2342173569","https://openalex.org/W2400837170","https://openalex.org/W2547418827","https://openalex.org/W2554861503","https://openalex.org/W2614801503","https://openalex.org/W2781626870","https://openalex.org/W2787894218","https://openalex.org/W2794209590","https://openalex.org/W2806181750","https://openalex.org/W2886885214","https://openalex.org/W2899675781","https://openalex.org/W2919115771","https://openalex.org/W2953301748","https://openalex.org/W2963174729","https://openalex.org/W2963187627","https://openalex.org/W2964199361","https://openalex.org/W2990772310","https://openalex.org/W3104896896","https://openalex.org/W3141239769","https://openalex.org/W4238906855","https://openalex.org/W4299828299","https://openalex.org/W4407740913"],"related_works":["https://openalex.org/W2950520577","https://openalex.org/W1554644772","https://openalex.org/W2003935582","https://openalex.org/W2494130044","https://openalex.org/W3170887803","https://openalex.org/W74409296","https://openalex.org/W3209384898","https://openalex.org/W4400951174","https://openalex.org/W1595834484","https://openalex.org/W1991844655"],"abstract_inverted_index":{"Recurrent":[0],"neural":[1],"networks":[2],"(RNNs)":[3],"are":[4],"widely":[5],"used":[6],"for":[7],"natural":[8],"language":[9],"processing,":[10],"time-series":[11],"prediction,":[12],"or":[13,29],"text":[14],"analysis":[15],"tasks.":[16],"The":[17],"internal":[18],"structure":[19],"of":[20,27,40],"RNNs":[21],"inference":[22],"and":[23],"training":[24],"in":[25],"terms":[26],"data":[28],"control":[30],"dependencies":[31],"across":[32],"their":[33],"fundamental":[34],"numerical":[35],"kernels":[36],"complicate":[37],"the":[38,45],"exploitation":[39],"model":[41],"parallelism,":[42],"which":[43],"is":[44],"reason":[46],"why":[47],"just":[48],"data-parallelism":[49],"has":[50],"been":[51],"traditionally":[52],"applied":[53],"to":[54],"accelerate":[55],"RNNs.":[56]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}