{"id":"https://openalex.org/W4390188552","doi":"https://doi.org/10.1109/hpec58863.2023.10363568","title":"Lincoln AI Computing Survey (LAICS) Update","display_name":"Lincoln AI Computing Survey (LAICS) Update","publication_year":2023,"publication_date":"2023-09-25","ids":{"openalex":"https://openalex.org/W4390188552","doi":"https://doi.org/10.1109/hpec58863.2023.10363568"},"language":"en","primary_location":{"id":"doi:10.1109/hpec58863.2023.10363568","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpec58863.2023.10363568","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE High Performance Extreme Computing Conference (HPEC)","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/A5000293770","display_name":"Albert Reuther","orcid":"https://orcid.org/0000-0002-3168-3663"},"institutions":[{"id":"https://openalex.org/I4210122954","display_name":"MIT Lincoln Laboratory","ror":"https://ror.org/022z6jk58","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210122954","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Albert Reuther","raw_affiliation_strings":["MIT Lincoln Laboratory Supercomputing Center,Lexington,MA,USA","MIT Lincoln Laboratory Supercomputing Center, Lexington, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT Lincoln Laboratory Supercomputing Center,Lexington,MA,USA","institution_ids":["https://openalex.org/I4210122954"]},{"raw_affiliation_string":"MIT Lincoln Laboratory Supercomputing Center, Lexington, MA, USA","institution_ids":["https://openalex.org/I4210122954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112526610","display_name":"Peter Michaleas","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122954","display_name":"MIT Lincoln Laboratory","ror":"https://ror.org/022z6jk58","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210122954","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Michaleas","raw_affiliation_strings":["MIT Lincoln Laboratory Supercomputing Center,Lexington,MA,USA","MIT Lincoln Laboratory Supercomputing Center, Lexington, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT Lincoln Laboratory Supercomputing Center,Lexington,MA,USA","institution_ids":["https://openalex.org/I4210122954"]},{"raw_affiliation_string":"MIT Lincoln Laboratory Supercomputing Center, Lexington, MA, USA","institution_ids":["https://openalex.org/I4210122954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064275902","display_name":"Michael Jones","orcid":"https://orcid.org/0000-0001-5215-2346"},"institutions":[{"id":"https://openalex.org/I4210122954","display_name":"MIT Lincoln Laboratory","ror":"https://ror.org/022z6jk58","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210122954","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Jones","raw_affiliation_strings":["MIT Lincoln Laboratory Supercomputing Center,Lexington,MA,USA","MIT Lincoln Laboratory Supercomputing Center, Lexington, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT Lincoln Laboratory Supercomputing Center,Lexington,MA,USA","institution_ids":["https://openalex.org/I4210122954"]},{"raw_affiliation_string":"MIT Lincoln Laboratory Supercomputing Center, Lexington, MA, USA","institution_ids":["https://openalex.org/I4210122954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102979602","display_name":"Vijay Gadepally","orcid":"https://orcid.org/0009-0004-5782-7137"},"institutions":[{"id":"https://openalex.org/I4210122954","display_name":"MIT Lincoln Laboratory","ror":"https://ror.org/022z6jk58","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210122954","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vijay Gadepally","raw_affiliation_strings":["MIT Lincoln Laboratory Supercomputing Center,Lexington,MA,USA","MIT Lincoln Laboratory Supercomputing Center, Lexington, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT Lincoln Laboratory Supercomputing Center,Lexington,MA,USA","institution_ids":["https://openalex.org/I4210122954"]},{"raw_affiliation_string":"MIT Lincoln Laboratory Supercomputing Center, Lexington, MA, USA","institution_ids":["https://openalex.org/I4210122954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103227438","display_name":"Siddharth Samsi","orcid":"https://orcid.org/0009-0000-2884-9688"},"institutions":[{"id":"https://openalex.org/I4210122954","display_name":"MIT Lincoln Laboratory","ror":"https://ror.org/022z6jk58","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210122954","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siddharth Samsi","raw_affiliation_strings":["MIT Lincoln Laboratory Supercomputing Center,Lexington,MA,USA","MIT Lincoln Laboratory Supercomputing Center, Lexington, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT Lincoln Laboratory Supercomputing Center,Lexington,MA,USA","institution_ids":["https://openalex.org/I4210122954"]},{"raw_affiliation_string":"MIT Lincoln Laboratory Supercomputing Center, Lexington, MA, USA","institution_ids":["https://openalex.org/I4210122954"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072108599","display_name":"Jeremy Kepner","orcid":"https://orcid.org/0000-0001-9668-2613"},"institutions":[{"id":"https://openalex.org/I4210122954","display_name":"MIT Lincoln Laboratory","ror":"https://ror.org/022z6jk58","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210122954","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeremy Kepner","raw_affiliation_strings":["MIT Lincoln Laboratory Supercomputing Center,Lexington,MA,USA","MIT Lincoln Laboratory Supercomputing Center, Lexington, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT Lincoln Laboratory Supercomputing Center,Lexington,MA,USA","institution_ids":["https://openalex.org/I4210122954"]},{"raw_affiliation_string":"MIT Lincoln Laboratory Supercomputing Center, Lexington, MA, USA","institution_ids":["https://openalex.org/I4210122954"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210122954"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9911999702453613,"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"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9911999702453613,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9789000153541565,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9771000146865845,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6844393014907837},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3769122362136841}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6844393014907837},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3769122362136841}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpec58863.2023.10363568","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpec58863.2023.10363568","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE High Performance Extreme Computing Conference (HPEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2963511748","https://openalex.org/W2970959587","https://openalex.org/W3036878841","https://openalex.org/W3042416028","https://openalex.org/W3082020764","https://openalex.org/W3099432326","https://openalex.org/W3117961507","https://openalex.org/W3133588229","https://openalex.org/W3190062760","https://openalex.org/W4206336135","https://openalex.org/W4206371601","https://openalex.org/W4281677638","https://openalex.org/W4308090791","https://openalex.org/W6773838114","https://openalex.org/W6773945583"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0],"paper":[1,35],"is":[2,18,121],"an":[3],"update":[4],"of":[5,8,70,96,106,108],"the":[6,21,39,75,90,109,117],"survey":[7,118],"AI":[9,23],"accelerators":[10,42,111],"and":[11,37,51,58,67,72,83,93],"processors":[12],"from":[13,74],"past":[14,32],"four":[15],"years,":[16,33],"which":[17],"now":[19],"called":[20],"Lincoln":[22],"Computing":[24],"Survey":[25],"-":[26],"LAICS":[27],"(pronounced":[28],"\u201clace\u201d).":[29],"As":[30],"in":[31,116],"this":[34,78,119],"collects":[36],"summarizes":[38],"current":[40],"commercial":[41],"that":[43,112],"have":[44,113],"been":[45,114],"publicly":[46],"announced":[47],"with":[48],"peak":[49,52],"performance":[50,57],"power":[53,59],"consumption":[54],"numbers.":[55],"The":[56],"values":[60],"are":[61,80,87,99],"plotted":[62],"on":[63,77,89],"a":[64,68,103],"scatter":[65,91],"graph,":[66],"number":[69],"dimensions":[71],"observations":[73],"trends":[76],"plot":[79],"again":[81],"discussed":[82],"analyzed.":[84],"Market":[85],"segments":[86],"highlighted":[88],"plot,":[92],"zoomed":[94],"plots":[95],"each":[97,107],"segment":[98],"also":[100],"included.":[101,122],"Finally,":[102],"brief":[104],"description":[105],"new":[110],"added":[115],"year":[120]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}