{"id":"https://openalex.org/W2765571703","doi":"https://doi.org/10.1145/3125502.3125531","title":"3D nanosystems enable <i>embedded</i> abundant-data computing","display_name":"3D nanosystems enable <i>embedded</i> abundant-data computing","publication_year":2017,"publication_date":"2017-10-15","ids":{"openalex":"https://openalex.org/W2765571703","doi":"https://doi.org/10.1145/3125502.3125531","mag":"2765571703"},"language":"en","primary_location":{"id":"doi:10.1145/3125502.3125531","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3125502.3125531","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3125502.3125531","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twelfth IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis Companion","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3125502.3125531","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009171527","display_name":"William Hwang","orcid":"https://orcid.org/0000-0001-9685-0891"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"William Hwang","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011667950","display_name":"Mohamed M. Sabry Aly","orcid":"https://orcid.org/0000-0002-8018-1264"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohamed M. Sabry Aly","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023372868","display_name":"Yash H. Malviya","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yash H. Malviya","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026297396","display_name":"Mingyu Gao","orcid":"https://orcid.org/0000-0001-8433-7281"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mingyu Gao","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010513705","display_name":"Tony F. Wu","orcid":"https://orcid.org/0000-0002-2187-0473"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tony F. Wu","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042148531","display_name":"Christos Kozyrakis","orcid":"https://orcid.org/0000-0002-3154-7530"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christos Kozyrakis","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059975258","display_name":"H.\u2010S. Philip Wong","orcid":"https://orcid.org/0000-0002-0096-1472"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"H.-S. Philip Wong","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036312663","display_name":"Subhasish Mitra","orcid":"https://orcid.org/0000-0002-5572-5194"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Subhasish Mitra","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5009171527"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":1.1467,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.80351508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10472","display_name":"Semiconductor materials and devices","score":0.9977999925613403,"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"}},{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9948999881744385,"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/computer-science","display_name":"Computer science","score":0.7104799747467041},{"id":"https://openalex.org/keywords/dram","display_name":"Dram","score":0.6527906656265259},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4978456497192383},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.487557590007782},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.48355361819267273},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.476805180311203},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4749027490615845},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.45200225710868835},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35005396604537964},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.1832382082939148},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14176076650619507},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13454562425613403},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1307666003704071},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12170878052711487}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7104799747467041},{"id":"https://openalex.org/C7366592","wikidata":"https://www.wikidata.org/wiki/Q1255620","display_name":"Dram","level":2,"score":0.6527906656265259},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4978456497192383},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.487557590007782},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.48355361819267273},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.476805180311203},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4749027490615845},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.45200225710868835},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35005396604537964},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.1832382082939148},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14176076650619507},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13454562425613403},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1307666003704071},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12170878052711487}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3125502.3125531","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3125502.3125531","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3125502.3125531","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twelfth IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis Companion","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3125502.3125531","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3125502.3125531","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3125502.3125531","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twelfth IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis Companion","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G2419233785","display_name":null,"funder_award_id":"2013-01024-06","funder_id":"https://openalex.org/F4320306087","funder_display_name":"Semiconductor Research Corporation"},{"id":"https://openalex.org/G2499887605","display_name":null,"funder_award_id":"DGE-1656518","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4260802938","display_name":null,"funder_award_id":"W909MY-16-1-0001","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306087","display_name":"Semiconductor Research Corporation","ror":"https://ror.org/047z4n946"},{"id":"https://openalex.org/F4320315684","display_name":"Stanford SystemX Alliance","ror":null},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2765571703.pdf","grobid_xml":"https://content.openalex.org/works/W2765571703.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1895577753","https://openalex.org/W1988257143","https://openalex.org/W2002878591","https://openalex.org/W2020003503","https://openalex.org/W2025110944","https://openalex.org/W2030671441","https://openalex.org/W2037616057","https://openalex.org/W2113235308","https://openalex.org/W2163605009","https://openalex.org/W2168402089","https://openalex.org/W2194775991","https://openalex.org/W2209394967","https://openalex.org/W2289252105","https://openalex.org/W2503757256","https://openalex.org/W2530301899","https://openalex.org/W2604319603","https://openalex.org/W2605347906","https://openalex.org/W2606722458","https://openalex.org/W2647836899","https://openalex.org/W2731422849","https://openalex.org/W2962835968","https://openalex.org/W3024621361","https://openalex.org/W4285719527","https://openalex.org/W6639657675","https://openalex.org/W6684782527","https://openalex.org/W6692563993","https://openalex.org/W6724469805"],"related_works":["https://openalex.org/W3120961607","https://openalex.org/W3148568549","https://openalex.org/W2098207691","https://openalex.org/W1648516568","https://openalex.org/W361036515","https://openalex.org/W4211178602","https://openalex.org/W2269474412","https://openalex.org/W4386903460","https://openalex.org/W2537599394","https://openalex.org/W179829755"],"abstract_inverted_index":{"The":[0,20],"world's":[1],"appetite":[2],"for":[3,38],"abundant-data":[4],"computing,":[5],"where":[6],"a":[7,133],"massive":[8],"amount":[9],"of":[10,23,34,77,103,111,117],"structured":[11],"and":[12,92,121],"unstructured":[13],"data":[14],"is":[15,107,136],"analyzed,":[16],"has":[17],"increased":[18],"dramatically.":[19],"computational":[21],"demands":[22,50],"these":[24],"applications,":[25],"such":[26,142],"as":[27,143],"deep":[28,144],"learning,":[29],"far":[30],"exceed":[31],"the":[32,74,98,109,115],"capabilities":[33,141],"today's":[35,125],"systems,":[36],"especially":[37],"energy-constrained":[39],"embedded":[40,147],"systems":[41,44,128],"(e.g.,":[42],"mobile":[43],"with":[45,129],"limited":[46],"battery":[47],"capacity).":[48],"These":[49],"are":[51,85],"unlikely":[52],"to":[53,80,87,138],"be":[54],"met":[55],"by":[56],"isolated":[57],"improvements":[58],"in":[59,108,146],"transistor":[60],"or":[61,64],"memory":[62],"technologies,":[63],"integrated":[65],"circuit":[66],"(IC)":[67],"architectures":[68],"alone.":[69],"Transformative":[70],"nanosystems,":[71],"which":[72],"leverage":[73],"unique":[75],"properties":[76],"emerging":[78],"nanotechnologies":[79],"create":[81],"new":[82,140],"IC":[83],"architectures,":[84],"required":[86],"deliver":[88],"unprecedented":[89],"functionality,":[90],"performance,":[91],"energy":[93,100,119],"efficiency.":[94],"We":[95],"show":[96],"that":[97],"projected":[99],"efficiency":[101],"benefits":[102],"domain-specific":[104,126],"3D":[105],"nanosystems":[106],"range":[110],"1,000x":[112],"(quantified":[113],"using":[114],"product":[116],"system-level":[118],"consumption":[120],"execution":[122],"time)":[123],"over":[124],"2D":[127],"off-chip":[130],"DRAM.":[131],"Such":[132],"drastic":[134],"improvement":[135],"key":[137],"enabling":[139],"learning":[145],"systems.":[148]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
