{"id":"https://openalex.org/W4401328656","doi":"https://doi.org/10.1109/mm.2024.3423785","title":"Parallelization Strategies for DLRM Embedding Bag Operator on AMD CPUs","display_name":"Parallelization Strategies for DLRM Embedding Bag Operator on AMD CPUs","publication_year":2024,"publication_date":"2024-08-05","ids":{"openalex":"https://openalex.org/W4401328656","doi":"https://doi.org/10.1109/mm.2024.3423785"},"language":"en","primary_location":{"id":"doi:10.1109/mm.2024.3423785","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mm.2024.3423785","pdf_url":null,"source":{"id":"https://openalex.org/S59697426","display_name":"IEEE Micro","issn_l":"0272-1732","issn":["0272-1732","1937-4143"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Micro","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/A5109986812","display_name":"Krishnakumar Nair","orcid":"https://orcid.org/0009-0001-6139-1581"},"institutions":[{"id":"https://openalex.org/I1311921367","display_name":"Advanced Micro Devices (Canada)","ror":"https://ror.org/02yh0k313","country_code":"CA","type":"company","lineage":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]},{"id":"https://openalex.org/I4210137977","display_name":"Advanced Micro Devices (United States)","ror":"https://ror.org/04kd6c783","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137977"]}],"countries":["CA","US"],"is_corresponding":true,"raw_author_name":"Krishnakumar Nair","raw_affiliation_strings":["Advanced Micro Devices, Santa Clara, CA, USA","Advanced Micro Devices, US"],"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I4210137977"]},{"raw_affiliation_string":"Advanced Micro Devices, US","institution_ids":["https://openalex.org/I1311921367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111280586","display_name":"Avinash-Chandra Pandey","orcid":null},"institutions":[{"id":"https://openalex.org/I1311921367","display_name":"Advanced Micro Devices (Canada)","ror":"https://ror.org/02yh0k313","country_code":"CA","type":"company","lineage":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]},{"id":"https://openalex.org/I4210137977","display_name":"Advanced Micro Devices (United States)","ror":"https://ror.org/04kd6c783","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137977"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Avinash-Chandra Pandey","raw_affiliation_strings":["Advanced Micro Devices, Bengaluru, India","Advanced Micro Devices, US"],"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, Bengaluru, India","institution_ids":["https://openalex.org/I4210137977","https://openalex.org/I1311921367"]},{"raw_affiliation_string":"Advanced Micro Devices, US","institution_ids":["https://openalex.org/I1311921367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106318639","display_name":"Siddappa Karabannavar","orcid":null},"institutions":[{"id":"https://openalex.org/I1311921367","display_name":"Advanced Micro Devices (Canada)","ror":"https://ror.org/02yh0k313","country_code":"CA","type":"company","lineage":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]},{"id":"https://openalex.org/I4210137977","display_name":"Advanced Micro Devices (United States)","ror":"https://ror.org/04kd6c783","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137977"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Siddappa Karabannavar","raw_affiliation_strings":["Advanced Micro Devices, Bengaluru, India","Advanced Micro Devices, US"],"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, Bengaluru, India","institution_ids":["https://openalex.org/I4210137977","https://openalex.org/I1311921367"]},{"raw_affiliation_string":"Advanced Micro Devices, US","institution_ids":["https://openalex.org/I1311921367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017509912","display_name":"Meena Arunachalam","orcid":"https://orcid.org/0000-0002-3155-6269"},"institutions":[{"id":"https://openalex.org/I4210137977","display_name":"Advanced Micro Devices (United States)","ror":"https://ror.org/04kd6c783","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137977"]},{"id":"https://openalex.org/I1311921367","display_name":"Advanced Micro Devices (Canada)","ror":"https://ror.org/02yh0k313","country_code":"CA","type":"company","lineage":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Meena Arunachalam","raw_affiliation_strings":["Advanced Micro Devices, Santa Clara, CA, USA","Advanced Micro Devices, US"],"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I4210137977"]},{"raw_affiliation_string":"Advanced Micro Devices, US","institution_ids":["https://openalex.org/I1311921367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024896573","display_name":"John Kalamatianos","orcid":"https://orcid.org/0009-0003-9835-1254"},"institutions":[{"id":"https://openalex.org/I1311921367","display_name":"Advanced Micro Devices (Canada)","ror":"https://ror.org/02yh0k313","country_code":"CA","type":"company","lineage":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]},{"id":"https://openalex.org/I4210137977","display_name":"Advanced Micro Devices (United States)","ror":"https://ror.org/04kd6c783","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137977"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"John Kalamatianos","raw_affiliation_strings":["Advanced Micro Devices, Boxborough, MA, USA","Advanced Micro Devices, US"],"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, Boxborough, MA, USA","institution_ids":["https://openalex.org/I4210137977"]},{"raw_affiliation_string":"Advanced Micro Devices, US","institution_ids":["https://openalex.org/I1311921367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026220269","display_name":"Varun Agrawal","orcid":"https://orcid.org/0000-0002-7759-2222"},"institutions":[{"id":"https://openalex.org/I4210137977","display_name":"Advanced Micro Devices (United States)","ror":"https://ror.org/04kd6c783","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137977"]},{"id":"https://openalex.org/I1311921367","display_name":"Advanced Micro Devices (Canada)","ror":"https://ror.org/02yh0k313","country_code":"CA","type":"company","lineage":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Varun Agrawal","raw_affiliation_strings":["Advanced Micro Devices, Bengaluru, India","Advanced Micro Devices, US"],"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, Bengaluru, India","institution_ids":["https://openalex.org/I4210137977","https://openalex.org/I1311921367"]},{"raw_affiliation_string":"Advanced Micro Devices, US","institution_ids":["https://openalex.org/I1311921367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040211080","display_name":"Saurabh Gupta","orcid":"https://orcid.org/0000-0003-0095-4704"},"institutions":[{"id":"https://openalex.org/I4210137977","display_name":"Advanced Micro Devices (United States)","ror":"https://ror.org/04kd6c783","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137977"]},{"id":"https://openalex.org/I1311921367","display_name":"Advanced Micro Devices (Canada)","ror":"https://ror.org/02yh0k313","country_code":"CA","type":"company","lineage":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Saurabh Gupta","raw_affiliation_strings":["Advanced Micro Devices, Bengaluru, India","Advanced Micro Devices, US"],"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, Bengaluru, India","institution_ids":["https://openalex.org/I4210137977","https://openalex.org/I1311921367"]},{"raw_affiliation_string":"Advanced Micro Devices, US","institution_ids":["https://openalex.org/I1311921367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086949543","display_name":"Ashish Sirasao","orcid":"https://orcid.org/0009-0004-7828-0871"},"institutions":[{"id":"https://openalex.org/I1311921367","display_name":"Advanced Micro Devices (Canada)","ror":"https://ror.org/02yh0k313","country_code":"CA","type":"company","lineage":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]},{"id":"https://openalex.org/I4210137977","display_name":"Advanced Micro Devices (United States)","ror":"https://ror.org/04kd6c783","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137977"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Ashish Sirasao","raw_affiliation_strings":["Advanced Micro Devices, Santa Clara, CA, USA","Advanced Micro Devices, US"],"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I4210137977"]},{"raw_affiliation_string":"Advanced Micro Devices, US","institution_ids":["https://openalex.org/I1311921367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053863142","display_name":"Elliott Delaye","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137977","display_name":"Advanced Micro Devices (United States)","ror":"https://ror.org/04kd6c783","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137977"]},{"id":"https://openalex.org/I1311921367","display_name":"Advanced Micro Devices (Canada)","ror":"https://ror.org/02yh0k313","country_code":"CA","type":"company","lineage":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Elliott Delaye","raw_affiliation_strings":["Advanced Micro Devices, Santa Clara, CA, USA","Advanced Micro Devices, US"],"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I4210137977"]},{"raw_affiliation_string":"Advanced Micro Devices, US","institution_ids":["https://openalex.org/I1311921367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108802397","display_name":"Steve Reinhardt","orcid":null},"institutions":[{"id":"https://openalex.org/I1311921367","display_name":"Advanced Micro Devices (Canada)","ror":"https://ror.org/02yh0k313","country_code":"CA","type":"company","lineage":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]},{"id":"https://openalex.org/I4210137977","display_name":"Advanced Micro Devices (United States)","ror":"https://ror.org/04kd6c783","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137977"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Steve Reinhardt","raw_affiliation_strings":["Advanced Micro Devices, Redmond, WA, USA","Advanced Micro Devices, US"],"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, Redmond, WA, USA","institution_ids":["https://openalex.org/I4210137977"]},{"raw_affiliation_string":"Advanced Micro Devices, US","institution_ids":["https://openalex.org/I1311921367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077283353","display_name":"Rajesh Vivekanandham","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137977","display_name":"Advanced Micro Devices (United States)","ror":"https://ror.org/04kd6c783","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137977"]},{"id":"https://openalex.org/I1311921367","display_name":"Advanced Micro Devices (Canada)","ror":"https://ror.org/02yh0k313","country_code":"CA","type":"company","lineage":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Rajesh Vivekanandham","raw_affiliation_strings":["Advanced Micro Devices, Bengaluru, India","Advanced Micro Devices, US"],"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, Bengaluru, India","institution_ids":["https://openalex.org/I4210137977","https://openalex.org/I1311921367"]},{"raw_affiliation_string":"Advanced Micro Devices, US","institution_ids":["https://openalex.org/I1311921367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030738948","display_name":"Ralph Wittig","orcid":null},"institutions":[{"id":"https://openalex.org/I1311921367","display_name":"Advanced Micro Devices (Canada)","ror":"https://ror.org/02yh0k313","country_code":"CA","type":"company","lineage":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]},{"id":"https://openalex.org/I4210137977","display_name":"Advanced Micro Devices (United States)","ror":"https://ror.org/04kd6c783","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137977"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Ralph Wittig","raw_affiliation_strings":["Advanced Micro Devices, San Jose, CA, USA","Advanced Micro Devices, US"],"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210137977"]},{"raw_affiliation_string":"Advanced Micro Devices, US","institution_ids":["https://openalex.org/I1311921367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027587937","display_name":"Vinod Kathail","orcid":null},"institutions":[{"id":"https://openalex.org/I1311921367","display_name":"Advanced Micro Devices (Canada)","ror":"https://ror.org/02yh0k313","country_code":"CA","type":"company","lineage":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]},{"id":"https://openalex.org/I4210137977","display_name":"Advanced Micro Devices (United States)","ror":"https://ror.org/04kd6c783","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137977"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Vinod Kathail","raw_affiliation_strings":["Advanced Micro Devices, San Jose, CA, USA","Advanced Micro Devices, US"],"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210137977"]},{"raw_affiliation_string":"Advanced Micro Devices, US","institution_ids":["https://openalex.org/I1311921367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080376714","display_name":"P. Gopalakrishnan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137977","display_name":"Advanced Micro Devices (United States)","ror":"https://ror.org/04kd6c783","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137977"]},{"id":"https://openalex.org/I1311921367","display_name":"Advanced Micro Devices (Canada)","ror":"https://ror.org/02yh0k313","country_code":"CA","type":"company","lineage":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Padmini Gopalakrishnan","raw_affiliation_strings":["Advanced Micro Devices, Hyderabad, India","Advanced Micro Devices, US"],"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, Hyderabad, India","institution_ids":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]},{"raw_affiliation_string":"Advanced Micro Devices, US","institution_ids":["https://openalex.org/I1311921367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100496742","display_name":"Satyaprakash Pareek","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137977","display_name":"Advanced Micro Devices (United States)","ror":"https://ror.org/04kd6c783","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137977"]},{"id":"https://openalex.org/I1311921367","display_name":"Advanced Micro Devices (Canada)","ror":"https://ror.org/02yh0k313","country_code":"CA","type":"company","lineage":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Satyaprakash Pareek","raw_affiliation_strings":["Advanced Micro Devices, San Jose, CA, USA","Advanced Micro Devices, US"],"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210137977"]},{"raw_affiliation_string":"Advanced Micro Devices, US","institution_ids":["https://openalex.org/I1311921367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101807692","display_name":"Rishabh Jain","orcid":"https://orcid.org/0009-0003-4017-2093"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rishabh Jain","raw_affiliation_strings":["Pennsylvania State University, University Park, PA, USA","Pennsylvania State University, US"],"affiliations":[{"raw_affiliation_string":"Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Pennsylvania State University, US","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007116603","display_name":"Mahmut Kandemir","orcid":"https://orcid.org/0000-0002-9940-9951"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mahmut Taylan Kandemir","raw_affiliation_strings":["Pennsylvania State University, University Park, PA, USA","Pennsylvania State University, US"],"affiliations":[{"raw_affiliation_string":"Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Pennsylvania State University, US","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002465188","display_name":"Jun-Liang Lin","orcid":"https://orcid.org/0000-0001-5105-7574"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun-Liang Lin","raw_affiliation_strings":["Pennsylvania State University, University Park, PA, USA","Pennsylvania State University, US"],"affiliations":[{"raw_affiliation_string":"Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Pennsylvania State University, US","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030882331","display_name":"Gulsum Gudukbay Akbulut","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gulsum Gudukbay Akbulut","raw_affiliation_strings":["Pennsylvania State University, University Park, PA, USA","Pennsylvania State University, US"],"affiliations":[{"raw_affiliation_string":"Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Pennsylvania State University, US","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054027488","display_name":"Chita R. Das","orcid":"https://orcid.org/0000-0002-4746-7578"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chita R. Das","raw_affiliation_strings":["Pennsylvania State University, University Park, PA, USA","Pennsylvania State University, US"],"affiliations":[{"raw_affiliation_string":"Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Pennsylvania State University, US","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":20,"corresponding_author_ids":["https://openalex.org/A5109986812"],"corresponding_institution_ids":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"],"apc_list":null,"apc_paid":null,"fwci":1.1002,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81127004,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"44","issue":"6","first_page":"44","last_page":"51"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.15839999914169312,"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":0.15839999914169312,"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":0.8743060827255249},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.7474031448364258},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6133057475090027},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.4924636781215668},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13770335912704468}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8743060827255249},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.7474031448364258},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6133057475090027},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.4924636781215668},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13770335912704468},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mm.2024.3423785","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mm.2024.3423785","pdf_url":null,"source":{"id":"https://openalex.org/S59697426","display_name":"IEEE Micro","issn_l":"0272-1732","issn":["0272-1732","1937-4143"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Micro","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W3016842236","https://openalex.org/W3043433718","https://openalex.org/W3153887672","https://openalex.org/W3206393216","https://openalex.org/W4312996980","https://openalex.org/W4380881110","https://openalex.org/W6763737044"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2081900870","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Deep":[0],"learning":[1],"recommendation":[2],"models":[3],"(DLRMs)":[4],"are":[5,42],"deployed":[6],"extensively":[7],"to":[8,46,123,139],"support":[9],"personalized":[10],"recommendations":[11],"and":[12,48,88,133],"consume":[13],"a":[14,29,35],"large":[15],"fraction":[16],"of":[17,37,93,137],"artificial":[18],"intelligence":[19],"(AI)":[20],"cycles":[21,39],"in":[22,56,86,106,126],"modern":[23],"datacenters":[24],"with":[25],"embedding":[26,59,73,100,127],"stage":[27,60],"being":[28],"critical":[30],"component.":[31],"Modern":[32],"CPUs":[33],"execute":[34],"lot":[36],"DLRM":[38],"because":[40],"they":[41],"cost":[43],"effective":[44],"compared":[45],"GPUs":[47],"other":[49],"accelerators.":[50],"Our":[51],"paper":[52],"addresses":[53],"key":[54],"bottlenecks":[55],"accelerating":[57],"the":[58,77,91,107],"on":[61,79,95,116],"CPUs.":[62],"Specifically,":[63],"this":[64],"work":[65,115],"1)":[66],"explores":[67],"novel":[68],"threading":[69],"schemes":[70],"that":[71],"parallelize":[72],"bag,":[74],"2)":[75],"pushes":[76],"envelope":[78],"realized":[80,135],"bandwidth":[81,136],"by":[82],"improving":[83],"data":[84],"reuse":[85],"caches,":[87],"3)":[89],"studies":[90],"impact":[92],"parallelization":[94],"load":[96],"imbalance.":[97],"The":[98],"new":[99],"bag":[101,128],"kernels":[102],"have":[103],"been":[104],"prototyped":[105],"ZenDNN":[108],"software":[109],"stack.":[110],"When":[111],"put":[112],"together,":[113],"our":[114],"fourth":[117],"generation":[118],"EPYC":[119],"processors":[120],"achieve":[121],"up":[122,138],"9.9x":[124],"improvement":[125],"performance":[129],"over":[130,141],"state-of-the-art":[131],"implementations,":[132],"improve":[134],"5.7x":[140],"DDR":[142],"bandwidth.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}
