{"id":"https://openalex.org/W4409282708","doi":"https://doi.org/10.1145/3676536.3697132","title":"Co-designing 2.5D Silicon Photonic Accelerators for Distributed Transformer at the Edge","display_name":"Co-designing 2.5D Silicon Photonic Accelerators for Distributed Transformer at the Edge","publication_year":2024,"publication_date":"2024-10-27","ids":{"openalex":"https://openalex.org/W4409282708","doi":"https://doi.org/10.1145/3676536.3697132"},"language":"en","primary_location":{"id":"doi:10.1145/3676536.3697132","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3676536.3697132","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3676536.3697132","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design","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/10.1145/3676536.3697132","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044935043","display_name":"Dharanidhar Dang","orcid":"https://orcid.org/0000-0002-3802-381X"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dharanidhar Dang","raw_affiliation_strings":["Electrical &amp; Computer Engineering, University of Texas at San Antonio, San Antonio, TX, United States"],"affiliations":[{"raw_affiliation_string":"Electrical &amp; Computer Engineering, University of Texas at San Antonio, San Antonio, TX, United States","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101971473","display_name":"Priyabrata Dash","orcid":"https://orcid.org/0009-0001-8044-7413"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Priyabrata Dash","raw_affiliation_strings":["Department of ECE, University of Texas at San Antonio, San Antonio, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Department of ECE, University of Texas at San Antonio, San Antonio, Texas, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083445842","display_name":"Luqi Zheng","orcid":"https://orcid.org/0000-0003-2916-2727"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luqi Zheng","raw_affiliation_strings":["Department of ECE, Purdue University, West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009672380","display_name":"Haitong Li","orcid":"https://orcid.org/0000-0003-3393-9252"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haitong Li","raw_affiliation_strings":["Department of ECE, Purdue University, West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5044935043"],"corresponding_institution_ids":["https://openalex.org/I45438204"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27059609,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10299","display_name":"Photonic and Optical Devices","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/T10299","display_name":"Photonic and Optical Devices","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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10767","display_name":"Advanced Photonic Communication Systems","score":0.9984999895095825,"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/transformer","display_name":"Transformer","score":0.5946450233459473},{"id":"https://openalex.org/keywords/silicon","display_name":"Silicon","score":0.5817201137542725},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5737201571464539},{"id":"https://openalex.org/keywords/photonics","display_name":"Photonics","score":0.568456768989563},{"id":"https://openalex.org/keywords/silicon-photonics","display_name":"Silicon photonics","score":0.522024929523468},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.4707896113395691},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4328117072582245},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3959404528141022},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.30138352513313293},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1797056496143341},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14571040868759155},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.08130067586898804}],"concepts":[{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5946450233459473},{"id":"https://openalex.org/C544956773","wikidata":"https://www.wikidata.org/wiki/Q670","display_name":"Silicon","level":2,"score":0.5817201137542725},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5737201571464539},{"id":"https://openalex.org/C20788544","wikidata":"https://www.wikidata.org/wiki/Q467054","display_name":"Photonics","level":2,"score":0.568456768989563},{"id":"https://openalex.org/C119423029","wikidata":"https://www.wikidata.org/wiki/Q3749103","display_name":"Silicon photonics","level":3,"score":0.522024929523468},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.4707896113395691},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4328117072582245},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3959404528141022},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.30138352513313293},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1797056496143341},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14571040868759155},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.08130067586898804}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3676536.3697132","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3676536.3697132","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3676536.3697132","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3676536.3697132","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3676536.3697132","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3676536.3697132","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309536","display_name":"University of Texas System","ror":"https://ror.org/01gek1696"},{"id":"https://openalex.org/F4320310677","display_name":"University of Texas at San Antonio","ror":"https://ror.org/01kd65564"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409282708.pdf","grobid_xml":"https://content.openalex.org/works/W4409282708.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W2003497908","https://openalex.org/W2004301026","https://openalex.org/W2025198529","https://openalex.org/W2046412182","https://openalex.org/W2067833298","https://openalex.org/W2077965251","https://openalex.org/W2078268572","https://openalex.org/W2113138965","https://openalex.org/W2465114059","https://openalex.org/W2613989746","https://openalex.org/W2739588406","https://openalex.org/W2899239574","https://openalex.org/W2906829733","https://openalex.org/W2961513964","https://openalex.org/W3003967059","https://openalex.org/W3005806753","https://openalex.org/W3045731019","https://openalex.org/W3048966484","https://openalex.org/W3100722816","https://openalex.org/W3118265437","https://openalex.org/W3120165331","https://openalex.org/W4236438920","https://openalex.org/W4291653258","https://openalex.org/W4378801105","https://openalex.org/W4381233128","https://openalex.org/W4387772669","https://openalex.org/W4393407284"],"related_works":["https://openalex.org/W2095448063","https://openalex.org/W2004137893","https://openalex.org/W2527131166","https://openalex.org/W3111305937","https://openalex.org/W587555549","https://openalex.org/W2296085454","https://openalex.org/W2989093732","https://openalex.org/W4232630919","https://openalex.org/W3021235062","https://openalex.org/W2472927059"],"abstract_inverted_index":{"The":[0],"efficient":[1],"execution":[2],"of":[3,37,73,83,95,158,166,172],"attention-based":[4],"transformers":[5],"and":[6,13,21,30,108,126,131,148],"large":[7,173],"language":[8],"models":[9],"on":[10,63,76,142],"traditional":[11],"CPUs":[12],"GPUs":[14],"presents":[15],"significant":[16,164],"challenges":[17],"related":[18],"to":[19,98,128],"performance":[20,157],"energy":[22],"efficiency.":[23],"While":[24],"innovative":[25],"solutions":[26],"like":[27],"ASICs,":[28],"FPGAs,":[29],"ReRAMs":[31],"have":[32,60],"been":[33],"explored,":[34],"the":[35,92,155,163],"field":[36],"silicon":[38,58,96,119],"photonics":[39,59,97,115],"has":[40],"emerged":[41],"as":[42],"a":[43,70,100,138],"promising":[44],"avenue":[45],"for":[46,50,65,86,105,169],"developing":[47],"energy-efficient":[48,130],"accelerators":[49,81],"deep":[51,66,79,174],"AI":[52,67,113,175],"models.":[53,176],"Notably,":[54],"existing":[55],"endeavors":[56],"in":[57],"predominantly":[61],"concentrated":[62],"inference":[64,107],"algorithms,":[68],"leaving":[69],"limited":[71],"number":[72],"initiatives":[74],"focused":[75],"creating":[77],"comprehensive":[78],"learning":[80],"capable":[82],"real-time":[84],"training":[85,171],"transformer-like":[87],"algorithms.":[88],"This":[89,160],"paper":[90],"utilizes":[91],"superior":[93,156],"merits":[94],"realize":[99],"full-fledged":[101],"transformer":[102,133],"accelerator":[103],"equipped":[104],"both":[106],"training.":[109],"Introducing":[110],"PHOTRAN,":[111],"an":[112],"analog":[114],"accelerator,":[116],"we":[117],"harness":[118],"microdisk-based":[120],"convolution,":[121],"photonic":[122,167],"phase-change":[123],"memory-based":[124],"cache,":[125],"dense-wavelength-division-multiplexing":[127],"achieve":[129],"ultrafast":[132],"acceleration.":[134],"Through":[135],"evaluations":[136],"using":[137],"commercial":[139],"CAD":[140],"framework":[141],"benchmark":[143],"models,":[144,151],"including":[145],"Vision":[146],"Transformers":[147],"Large":[149],"Language":[150],"our":[152],"results":[153],"showcase":[154],"PHOTRAN.":[159],"work":[161],"underscores":[162],"potential":[165],"computing":[168],"on-chip":[170]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
