{"id":"https://openalex.org/W4417360287","doi":"https://doi.org/10.1177/10943420251348799","title":"Technology trends in computing hardware and their impacts on high-performance scientific computing Part I: General-purpose processors and hardware accelerators","display_name":"Technology trends in computing hardware and their impacts on high-performance scientific computing Part I: General-purpose processors and hardware accelerators","publication_year":2025,"publication_date":"2025-12-16","ids":{"openalex":"https://openalex.org/W4417360287","doi":"https://doi.org/10.1177/10943420251348799"},"language":"en","primary_location":{"id":"doi:10.1177/10943420251348799","is_oa":true,"landing_page_url":"https://doi.org/10.1177/10943420251348799","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"0890-2720","issn":["0890-2720","1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1177/10943420251348799","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019583227","display_name":"Bagus Hanindhito","orcid":"https://orcid.org/0000-0002-8485-581X"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bagus Hanindhito","raw_affiliation_strings":["The University of Texas at Austin","Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA"],"raw_orcid":"https://orcid.org/0000-0002-8485-581X","affiliations":[{"raw_affiliation_string":"The University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015516733","display_name":"Arash Fathi","orcid":"https://orcid.org/0000-0002-6809-9815"},"institutions":[{"id":"https://openalex.org/I4210101890","display_name":"ExxonMobil (Germany)","ror":"https://ror.org/017qypp02","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210101890","https://openalex.org/I923382979"]},{"id":"https://openalex.org/I923382979","display_name":"ExxonMobil (United States)","ror":"https://ror.org/01xcepn55","country_code":"US","type":"company","lineage":["https://openalex.org/I923382979"]}],"countries":["DE","US"],"is_corresponding":true,"raw_author_name":"Arash Fathi","raw_affiliation_strings":["ExxonMobil Technology and Engineering Company","ExxonMobil Technology and Engineering Company, Research, Spring, TX, USA"],"raw_orcid":"https://orcid.org/0000-0002-6809-9815","affiliations":[{"raw_affiliation_string":"ExxonMobil Technology and Engineering Company","institution_ids":["https://openalex.org/I4210101890"]},{"raw_affiliation_string":"ExxonMobil Technology and Engineering Company, Research, Spring, TX, USA","institution_ids":["https://openalex.org/I923382979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062029228","display_name":"Dimitrios Gourounas","orcid":"https://orcid.org/0000-0002-5011-9646"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dimitrios Gourounas","raw_affiliation_strings":["The University of Texas at Austin","Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA"],"raw_orcid":"https://orcid.org/0000-0002-5011-9646","affiliations":[{"raw_affiliation_string":"The University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048990981","display_name":"Dimitar Trenev","orcid":"https://orcid.org/0000-0001-6131-8467"},"institutions":[{"id":"https://openalex.org/I4210101890","display_name":"ExxonMobil (Germany)","ror":"https://ror.org/017qypp02","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210101890","https://openalex.org/I923382979"]},{"id":"https://openalex.org/I923382979","display_name":"ExxonMobil (United States)","ror":"https://ror.org/01xcepn55","country_code":"US","type":"company","lineage":["https://openalex.org/I923382979"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Dimitar Trenev","raw_affiliation_strings":["ExxonMobil Technology and Engineering Company","ExxonMobil Technology and Engineering Company, Research, Spring, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ExxonMobil Technology and Engineering Company","institution_ids":["https://openalex.org/I4210101890"]},{"raw_affiliation_string":"ExxonMobil Technology and Engineering Company, Research, Spring, TX, USA","institution_ids":["https://openalex.org/I923382979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046024226","display_name":"Andreas Gerstlauer","orcid":"https://orcid.org/0000-0002-6748-2054"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andreas Gerstlauer","raw_affiliation_strings":["The University of Texas at Austin","Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068885069","display_name":"Lizy K. John","orcid":"https://orcid.org/0000-0002-8747-5214"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lizy K John","raw_affiliation_strings":["The University of Texas at Austin","Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5015516733"],"corresponding_institution_ids":["https://openalex.org/I4210101890","https://openalex.org/I923382979"],"apc_list":null,"apc_paid":null,"fwci":2.0602,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.8880531,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"40","issue":"4","first_page":"558","last_page":"617"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.6881999969482422,"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":0.6881999969482422,"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/T14347","display_name":"Big Data and Digital Economy","score":0.08810000121593475,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.02979999966919422,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.583899974822998},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5103999972343445},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.44040000438690186},{"id":"https://openalex.org/keywords/reconfigurable-computing","display_name":"Reconfigurable computing","score":0.42559999227523804},{"id":"https://openalex.org/keywords/transformative-learning","display_name":"Transformative learning","score":0.42010000348091125},{"id":"https://openalex.org/keywords/hardware-architecture","display_name":"Hardware architecture","score":0.3555000126361847},{"id":"https://openalex.org/keywords/unconventional-computing","display_name":"Unconventional computing","score":0.3529999852180481}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6948999762535095},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.583899974822998},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5103999972343445},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.44040000438690186},{"id":"https://openalex.org/C142962650","wikidata":"https://www.wikidata.org/wiki/Q240838","display_name":"Reconfigurable computing","level":3,"score":0.42559999227523804},{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.42010000348091125},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.40799999237060547},{"id":"https://openalex.org/C65232700","wikidata":"https://www.wikidata.org/wiki/Q5656403","display_name":"Hardware architecture","level":3,"score":0.3555000126361847},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.35339999198913574},{"id":"https://openalex.org/C23375383","wikidata":"https://www.wikidata.org/wiki/Q176499","display_name":"Unconventional computing","level":2,"score":0.3529999852180481},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3303999900817871},{"id":"https://openalex.org/C207520454","wikidata":"https://www.wikidata.org/wiki/Q3099911","display_name":"Scientific instrument","level":2,"score":0.31940001249313354},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.31929999589920044},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.2985000014305115},{"id":"https://openalex.org/C13164978","wikidata":"https://www.wikidata.org/wiki/Q600158","display_name":"Hardware acceleration","level":3,"score":0.288100004196167},{"id":"https://openalex.org/C2985973956","wikidata":"https://www.wikidata.org/wiki/Q1617745","display_name":"High energy","level":2,"score":0.2800000011920929},{"id":"https://openalex.org/C161394538","wikidata":"https://www.wikidata.org/wiki/Q3127397","display_name":"Hardware compatibility list","level":4,"score":0.2782000005245209},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2761000096797943},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.2718000113964081},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.2667999863624573},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.25450000166893005}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/10943420251348799","is_oa":true,"landing_page_url":"https://doi.org/10.1177/10943420251348799","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"0890-2720","issn":["0890-2720","1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1177/10943420251348799","is_oa":true,"landing_page_url":"https://doi.org/10.1177/10943420251348799","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"0890-2720","issn":["0890-2720","1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3907154836","display_name":null,"funder_award_id":"1763848","funder_id":"https://openalex.org/F4320337387","funder_display_name":"Division of Computing and Communication Foundations"},{"id":"https://openalex.org/G6736493001","display_name":null,"funder_award_id":"EM10480.36","funder_id":"https://openalex.org/F4320332434","funder_display_name":"ExxonMobil Research and Engineering Company"}],"funders":[{"id":"https://openalex.org/F4320332434","display_name":"ExxonMobil Research and Engineering Company","ror":"https://ror.org/01xcepn55"},{"id":"https://openalex.org/F4320337387","display_name":"Division of Computing and Communication Foundations","ror":"https://ror.org/01mng8331"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":555,"referenced_works":["https://openalex.org/W53890921","https://openalex.org/W165252454","https://openalex.org/W192626918","https://openalex.org/W236238820","https://openalex.org/W250986928","https://openalex.org/W389131132","https://openalex.org/W1480390316","https://openalex.org/W1493110398","https://openalex.org/W1503082651","https://openalex.org/W1519480548","https://openalex.org/W1522731666","https://openalex.org/W1532372340","https://openalex.org/W1541741077","https://openalex.org/W1541978823","https://openalex.org/W1572519257","https://openalex.org/W1575987963","https://openalex.org/W1603975232","https://openalex.org/W1632299918","https://openalex.org/W1681438280","https://openalex.org/W1682844355","https://openalex.org/W1725268682","https://openalex.org/W1764493129","https://openalex.org/W1811605617","https://openalex.org/W1872462367","https://openalex.org/W1897001408","https://openalex.org/W1898665038","https://openalex.org/W1947931436","https://openalex.org/W1948459235","https://openalex.org/W1955601170","https://openalex.org/W1964225254","https://openalex.org/W1964471912","https://openalex.org/W1964588245","https://openalex.org/W1965217823","https://openalex.org/W1965706740","https://openalex.org/W1966691503","https://openalex.org/W1968054699","https://openalex.org/W1969012464","https://openalex.org/W1971081903","https://openalex.org/W1972329878","https://openalex.org/W1972342121","https://openalex.org/W1972432847","https://openalex.org/W1972641423","https://openalex.org/W1974081861","https://openalex.org/W1975635454","https://openalex.org/W1975694818","https://openalex.org/W1976158744","https://openalex.org/W1976762777","https://openalex.org/W1979709356","https://openalex.org/W1980492432","https://openalex.org/W1984097780","https://openalex.org/W1985119369","https://openalex.org/W1985295496","https://openalex.org/W1986395702","https://openalex.org/W1986491730","https://openalex.org/W1989245897","https://openalex.org/W1990262300","https://openalex.org/W1990357063","https://openalex.org/W1990687271","https://openalex.org/W1990800384","https://openalex.org/W1993365154","https://openalex.org/W1994061133","https://openalex.org/W1994208026","https://openalex.org/W1995642968","https://openalex.org/W1995798012","https://openalex.org/W1997009754","https://openalex.org/W1999085092","https://openalex.org/W2000279952","https://openalex.org/W2003313945","https://openalex.org/W2003526442","https://openalex.org/W2004606690","https://openalex.org/W2005636587","https://openalex.org/W2005692853","https://openalex.org/W2006143959","https://openalex.org/W2006312753","https://openalex.org/W2008668366","https://openalex.org/W2009047579","https://openalex.org/W2009195513","https://openalex.org/W2009655383","https://openalex.org/W2010205423","https://openalex.org/W2010630747","https://openalex.org/W2014271889","https://openalex.org/W2014919362","https://openalex.org/W2015036409","https://openalex.org/W2016558956","https://openalex.org/W2016814664","https://openalex.org/W2019264127","https://openalex.org/W2020075811","https://openalex.org/W2020572291","https://openalex.org/W2021488422","https://openalex.org/W2022271272","https://openalex.org/W2024329410","https://openalex.org/W2024660400","https://openalex.org/W2026800292","https://openalex.org/W2026936348","https://openalex.org/W2027177485","https://openalex.org/W2027228089","https://openalex.org/W2028717752","https://openalex.org/W2028757088","https://openalex.org/W2028765681","https://openalex.org/W2029695409","https://openalex.org/W2030540272","https://openalex.org/W2030605050","https://openalex.org/W2031805653","https://openalex.org/W2033797066","https://openalex.org/W2034919323","https://openalex.org/W2035570818","https://openalex.org/W2035720033","https://openalex.org/W2036232133","https://openalex.org/W2036910101","https://openalex.org/W2037211396","https://openalex.org/W2037569596","https://openalex.org/W2042352336","https://openalex.org/W2042984424","https://openalex.org/W2043724035","https://openalex.org/W2044838462","https://openalex.org/W2044963234","https://openalex.org/W2046101931","https://openalex.org/W2048178176","https://openalex.org/W2049114603","https://openalex.org/W2049588548","https://openalex.org/W2049668033","https://openalex.org/W2050314140","https://openalex.org/W2055734981","https://openalex.org/W2056698978","https://openalex.org/W2057781742","https://openalex.org/W2058020648","https://openalex.org/W2058732654","https://openalex.org/W2060162038","https://openalex.org/W2061488635","https://openalex.org/W2062567173","https://openalex.org/W2066955449","https://openalex.org/W2068829602","https://openalex.org/W2070525241","https://openalex.org/W2071224029","https://openalex.org/W2071693325","https://openalex.org/W2072295327","https://openalex.org/W2072496426","https://openalex.org/W2073719629","https://openalex.org/W2074454798","https://openalex.org/W2075296378","https://openalex.org/W2078081132","https://openalex.org/W2078423579","https://openalex.org/W2080256847","https://openalex.org/W2080477504","https://openalex.org/W2081379617","https://openalex.org/W2082295213","https://openalex.org/W2084627832","https://openalex.org/W2086240295","https://openalex.org/W2087977439","https://openalex.org/W2089083257","https://openalex.org/W2089826771","https://openalex.org/W2092633783","https://openalex.org/W2093723220","https://openalex.org/W2094245104","https://openalex.org/W2094969361","https://openalex.org/W2095644119","https://openalex.org/W2095858451","https://openalex.org/W2096121503","https://openalex.org/W2096927458","https://openalex.org/W2097169951","https://openalex.org/W2097436229","https://openalex.org/W2097930379","https://openalex.org/W2098123240","https://openalex.org/W2098234500","https://openalex.org/W2098243479","https://openalex.org/W2098665458","https://openalex.org/W2099393803","https://openalex.org/W2099760741","https://openalex.org/W2100913437","https://openalex.org/W2102014077","https://openalex.org/W2102589964","https://openalex.org/W2103227017","https://openalex.org/W2103518095","https://openalex.org/W2103607478","https://openalex.org/W2103824233","https://openalex.org/W2103883199","https://openalex.org/W2105597036","https://openalex.org/W2106626694","https://openalex.org/W2107720493","https://openalex.org/W2107853225","https://openalex.org/W2107950262","https://openalex.org/W2108157916","https://openalex.org/W2108368155","https://openalex.org/W2109507849","https://openalex.org/W2111421793","https://openalex.org/W2112196058","https://openalex.org/W2112495948","https://openalex.org/W2113125938","https://openalex.org/W2113289989","https://openalex.org/W2113441357","https://openalex.org/W2114621701","https://openalex.org/W2114676401","https://openalex.org/W2116785402","https://openalex.org/W2118688057","https://openalex.org/W2119416693","https://openalex.org/W2120854331","https://openalex.org/W2120881863","https://openalex.org/W2121788702","https://openalex.org/W2122957076","https://openalex.org/W2123597711","https://openalex.org/W2124465240","https://openalex.org/W2125662502","https://openalex.org/W2126089060","https://openalex.org/W2127070685","https://openalex.org/W2127074586","https://openalex.org/W2127282927","https://openalex.org/W2127890993","https://openalex.org/W2127955902","https://openalex.org/W2128389163","https://openalex.org/W2128573740","https://openalex.org/W2129094586","https://openalex.org/W2129345776","https://openalex.org/W2129513794","https://openalex.org/W2130838728","https://openalex.org/W2131242643","https://openalex.org/W2131467331","https://openalex.org/W2131862714","https://openalex.org/W2132218030","https://openalex.org/W2132490758","https://openalex.org/W2132729131","https://openalex.org/W2132914137","https://openalex.org/W2133137966","https://openalex.org/W2133712953","https://openalex.org/W2133838553","https://openalex.org/W2134014163","https://openalex.org/W2134346317","https://openalex.org/W2137807823","https://openalex.org/W2137974505","https://openalex.org/W2138444824","https://openalex.org/W2139448752","https://openalex.org/W2139841382","https://openalex.org/W2140752602","https://openalex.org/W2141088024","https://openalex.org/W2141470552","https://openalex.org/W2142896025","https://openalex.org/W2143744506","https://openalex.org/W2144199676","https://openalex.org/W2145790809","https://openalex.org/W2145829524","https://openalex.org/W2146274038","https://openalex.org/W2147246831","https://openalex.org/W2148188176","https://openalex.org/W2148669305","https://openalex.org/W2148987260","https://openalex.org/W2149568614","https://openalex.org/W2150025103","https://openalex.org/W2150547314","https://openalex.org/W2150690712","https://openalex.org/W2151345470","https://openalex.org/W2151427663","https://openalex.org/W2151714721","https://openalex.org/W2151792679","https://openalex.org/W2151917022","https://openalex.org/W2152059818","https://openalex.org/W2152753377","https://openalex.org/W2154326380","https://openalex.org/W2155470578","https://openalex.org/W2155503253","https://openalex.org/W2155568054","https://openalex.org/W2155715085","https://openalex.org/W2155884182","https://openalex.org/W2156396969","https://openalex.org/W2156767863","https://openalex.org/W2157371419","https://openalex.org/W2158741398","https://openalex.org/W2159159598","https://openalex.org/W2159745870","https://openalex.org/W2160179803","https://openalex.org/W2160401437","https://openalex.org/W2160740950","https://openalex.org/W2161108298","https://openalex.org/W2161172096","https://openalex.org/W2161243770","https://openalex.org/W2161868958","https://openalex.org/W2162217841","https://openalex.org/W2163599210","https://openalex.org/W2165148376","https://openalex.org/W2165437459","https://openalex.org/W2168406499","https://openalex.org/W2168732909","https://openalex.org/W2168956145","https://openalex.org/W2169040626","https://openalex.org/W2170441842","https://openalex.org/W2171825402","https://openalex.org/W2185833051","https://openalex.org/W2293070709","https://openalex.org/W2296008058","https://openalex.org/W2296028092","https://openalex.org/W2303128970","https://openalex.org/W2316468985","https://openalex.org/W2324994223","https://openalex.org/W2334932158","https://openalex.org/W2335240678","https://openalex.org/W2340076492","https://openalex.org/W2343695530","https://openalex.org/W2352873735","https://openalex.org/W2400294317","https://openalex.org/W2409237233","https://openalex.org/W2467043670","https://openalex.org/W2475636809","https://openalex.org/W2488199372","https://openalex.org/W2493708352","https://openalex.org/W2497599918","https://openalex.org/W2499485455","https://openalex.org/W2499702955","https://openalex.org/W2500036416","https://openalex.org/W2523459326","https://openalex.org/W2524846960","https://openalex.org/W2532268335","https://openalex.org/W2532517480","https://openalex.org/W2533368764","https://openalex.org/W2534881376","https://openalex.org/W2548697503","https://openalex.org/W2549081672","https://openalex.org/W2550150923","https://openalex.org/W2563468918","https://openalex.org/W2580811350","https://openalex.org/W2586168204","https://openalex.org/W2587560295","https://openalex.org/W2588191434","https://openalex.org/W2595507424","https://openalex.org/W2596052219","https://openalex.org/W2603593666","https://openalex.org/W2604670770","https://openalex.org/W2607162607","https://openalex.org/W2608907896","https://openalex.org/W2611258316","https://openalex.org/W2611407831","https://openalex.org/W2611703827","https://openalex.org/W2613345295","https://openalex.org/W2615497182","https://openalex.org/W2615504945","https://openalex.org/W2625200202","https://openalex.org/W2626874786","https://openalex.org/W2626953429","https://openalex.org/W2731415668","https://openalex.org/W2741661236","https://openalex.org/W2742391854","https://openalex.org/W2743999796","https://openalex.org/W2744073496","https://openalex.org/W2748014115","https://openalex.org/W2765277644","https://openalex.org/W2766623884","https://openalex.org/W2770352802","https://openalex.org/W2777752298","https://openalex.org/W2787275496","https://openalex.org/W2789555118","https://openalex.org/W2790310590","https://openalex.org/W2791673912","https://openalex.org/W2791833900","https://openalex.org/W2791952321","https://openalex.org/W2793528983","https://openalex.org/W2795114022","https://openalex.org/W2795994638","https://openalex.org/W2801748224","https://openalex.org/W2806698719","https://openalex.org/W2807092481","https://openalex.org/W2884740154","https://openalex.org/W2886043722","https://openalex.org/W2887329234","https://openalex.org/W2898566692","https://openalex.org/W2899896095","https://openalex.org/W2900579067","https://openalex.org/W2902282250","https://openalex.org/W2903688003","https://openalex.org/W2906611591","https://openalex.org/W2908349016","https://openalex.org/W2912012512","https://openalex.org/W2912923228","https://openalex.org/W2913547449","https://openalex.org/W2913573762","https://openalex.org/W2917087921","https://openalex.org/W2925904499","https://openalex.org/W2942782986","https://openalex.org/W2945580137","https://openalex.org/W2947672654","https://openalex.org/W2947683322","https://openalex.org/W2948767859","https://openalex.org/W2951894856","https://openalex.org/W2951932963","https://openalex.org/W2952805592","https://openalex.org/W2953212265","https://openalex.org/W2954506319","https://openalex.org/W2962193180","https://openalex.org/W2963163273","https://openalex.org/W2965571038","https://openalex.org/W2966459042","https://openalex.org/W2970951763","https://openalex.org/W2971542961","https://openalex.org/W2973152414","https://openalex.org/W2980612421","https://openalex.org/W2981712449","https://openalex.org/W2984236338","https://openalex.org/W2989754937","https://openalex.org/W3000540695","https://openalex.org/W3003770219","https://openalex.org/W3004436853","https://openalex.org/W3004531124","https://openalex.org/W3005962614","https://openalex.org/W3006702698","https://openalex.org/W3008874958","https://openalex.org/W3015587302","https://openalex.org/W3016091630","https://openalex.org/W3016212306","https://openalex.org/W3016874508","https://openalex.org/W3018125147","https://openalex.org/W3023739733","https://openalex.org/W3024396245","https://openalex.org/W3029046703","https://openalex.org/W3033308515","https://openalex.org/W3033496451","https://openalex.org/W3034809938","https://openalex.org/W3034855459","https://openalex.org/W3036079062","https://openalex.org/W3036878841","https://openalex.org/W3038070101","https://openalex.org/W3041813471","https://openalex.org/W3045822161","https://openalex.org/W3086245668","https://openalex.org/W3092001465","https://openalex.org/W3093557412","https://openalex.org/W3117351075","https://openalex.org/W3119632795","https://openalex.org/W3125884253","https://openalex.org/W3127886431","https://openalex.org/W3129734321","https://openalex.org/W3130554079","https://openalex.org/W3131304503","https://openalex.org/W3135920459","https://openalex.org/W3136313055","https://openalex.org/W3138476464","https://openalex.org/W3138990781","https://openalex.org/W3139307480","https://openalex.org/W3139569600","https://openalex.org/W3141835759","https://openalex.org/W3147395157","https://openalex.org/W3149736422","https://openalex.org/W3151455454","https://openalex.org/W3158790368","https://openalex.org/W3163146498","https://openalex.org/W3163275603","https://openalex.org/W3165066978","https://openalex.org/W3168393613","https://openalex.org/W3171489384","https://openalex.org/W3173856255","https://openalex.org/W3182263566","https://openalex.org/W3185974615","https://openalex.org/W3186384115","https://openalex.org/W3188178661","https://openalex.org/W3189045374","https://openalex.org/W3190062760","https://openalex.org/W3193277663","https://openalex.org/W3201821254","https://openalex.org/W3206651632","https://openalex.org/W3208319482","https://openalex.org/W3208370264","https://openalex.org/W3213648074","https://openalex.org/W3216238950","https://openalex.org/W3217491375","https://openalex.org/W3217596701","https://openalex.org/W3217631626","https://openalex.org/W4200197440","https://openalex.org/W4200329729","https://openalex.org/W4200482086","https://openalex.org/W4206328723","https://openalex.org/W4206588484","https://openalex.org/W4213195788","https://openalex.org/W4213350559","https://openalex.org/W4213383817","https://openalex.org/W4220662607","https://openalex.org/W4220847230","https://openalex.org/W4220889234","https://openalex.org/W4220980777","https://openalex.org/W4225314356","https://openalex.org/W4226096878","https://openalex.org/W4226212055","https://openalex.org/W4229451071","https://openalex.org/W4229949766","https://openalex.org/W4230084366","https://openalex.org/W4230738630","https://openalex.org/W4231624695","https://openalex.org/W4232151093","https://openalex.org/W4232217773","https://openalex.org/W4233376872","https://openalex.org/W4239660062","https://openalex.org/W4240262711","https://openalex.org/W4240365877","https://openalex.org/W4240441596","https://openalex.org/W4242052194","https://openalex.org/W4244330651","https://openalex.org/W4244731931","https://openalex.org/W4245397077","https://openalex.org/W4245787350","https://openalex.org/W4247640157","https://openalex.org/W4251868814","https://openalex.org/W4255812374","https://openalex.org/W4281636568","https://openalex.org/W4281707342","https://openalex.org/W4283747842","https://openalex.org/W4284689293","https://openalex.org/W4285103241","https://openalex.org/W4285298545","https://openalex.org/W4285503968","https://openalex.org/W4285804589","https://openalex.org/W4286255623","https://openalex.org/W4286434284","https://openalex.org/W4293136438","https://openalex.org/W4293149165","https://openalex.org/W4293150410","https://openalex.org/W4293160408","https://openalex.org/W4293255365","https://openalex.org/W4296709256","https://openalex.org/W4297097318","https://openalex.org/W4297097347","https://openalex.org/W4297097368","https://openalex.org/W4297097426","https://openalex.org/W4297097495","https://openalex.org/W4299551837","https://openalex.org/W4302312210","https://openalex.org/W4308084044","https://openalex.org/W4308089494","https://openalex.org/W4308090748","https://openalex.org/W4309261456","https://openalex.org/W4311135292","https://openalex.org/W4312081773","https://openalex.org/W4312455642","https://openalex.org/W4312546746","https://openalex.org/W4312639064","https://openalex.org/W4313041641","https://openalex.org/W4313455502","https://openalex.org/W4317792994","https://openalex.org/W4319870545","https://openalex.org/W4320061967","https://openalex.org/W4352977393","https://openalex.org/W4360584530","https://openalex.org/W4360605760","https://openalex.org/W4367147548","https://openalex.org/W4380874786","https://openalex.org/W4380881154","https://openalex.org/W4381327165","https://openalex.org/W4385764034","https://openalex.org/W4386124351","https://openalex.org/W4386412373","https://openalex.org/W4386631154","https://openalex.org/W4386763889","https://openalex.org/W4387008699","https://openalex.org/W4391455288","https://openalex.org/W4394627396","https://openalex.org/W4395680415","https://openalex.org/W4402148001","https://openalex.org/W4402196533","https://openalex.org/W4402475847","https://openalex.org/W4404386171","https://openalex.org/W4405644157","https://openalex.org/W4407953517"],"related_works":[],"abstract_inverted_index":{"Computing":[0],"technology":[1,110,154],"has":[2,29],"evolved":[3],"significantly":[4],"during":[5],"the":[6,45],"past":[7],"five":[8],"decades.":[9],"As":[10],"semiconductor":[11],"scaling":[12],"is":[13,20,115,137],"reaching":[14],"physical":[15],"and":[16,40,42,55,65,73,99,141,144,159,181,186],"technological":[17],"limits,":[18],"it":[19,68],"driving":[21],"many":[22,70],"transformative":[23],"changes":[24],"in":[25,44,52,75,112,133,156],"computing":[26,32,63,113,180],"hardware.":[27,88],"This":[28,124],"led":[30],"to":[31,84,139],"systems":[33],"that":[34,136],"rely":[35],"heavily":[36],"on":[37],"multi-core":[38],"processors":[39],"GPUs,":[41],"resulted":[43],"development":[46],"of":[47,93,105],"specialized":[48],"hardware":[49,60,95,114,160],"for":[50,117,121],"applications":[51],"machine":[53],"learning":[54],"scientific":[56,76,122,191],"computing.":[57,123,192],"While":[58],"modern":[59,87,94],"provides":[61],"significant":[62],"power,":[64],"therefore":[66],"opportunities,":[67],"challenges":[69],"established":[71],"algorithms":[72,79,120],"workflows":[74],"computing:":[77],"these":[78,127,188],"may":[80],"not":[81],"be":[82],"able":[83],"fully":[85],"leverage":[86],"Often":[89],"times,":[90],"effective":[91],"use":[92],"entails":[96],"revised":[97],"algorithms,":[98],"even":[100],"rewriting":[101],"a":[102,134],"considerable":[103],"portion":[104],"an":[106],"existing":[107],"code.":[108],"Understanding":[109],"trends":[111,189],"necessary":[116],"designing":[118],"next-generation":[119],"paper":[125,149],"reviews":[126],"trends,":[128],"along":[129,162],"with":[130,163],"their":[131],"drivers,":[132],"language":[135],"accessible":[138],"computational":[140],"data":[142],"scientists,":[143],"applied":[145],"mathematicians.":[146],"In":[147,166],"this":[148],"(Part":[150],"I),":[151],"we":[152,173],"review":[153],"evolution":[155],"general-purpose":[157],"microprocessors":[158],"accelerators,":[161],"background":[164],"material.":[165],"Part":[167],"II":[168],"(Hanindhito":[169],"et":[170],"al.,":[171],"2026),":[172],"consider":[174],"memory":[175],"systems,":[176],"inter-device":[177],"communication,":[178],"heterogeneous":[179],"system":[182],"integration,":[183],"energy":[184],"consumption,":[185],"how":[187],"impact":[190]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-12-16T00:00:00"}
