{"id":"https://openalex.org/W3104099971","doi":"https://doi.org/10.1109/hcs49909.2020.9250188","title":"Hot Chips 2020 Posters","display_name":"Hot Chips 2020 Posters","publication_year":2020,"publication_date":"2020-08-01","ids":{"openalex":"https://openalex.org/W3104099971","doi":"https://doi.org/10.1109/hcs49909.2020.9250188","mag":"3104099971"},"language":"en","primary_location":{"id":"doi:10.1109/hcs49909.2020.9250188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hcs49909.2020.9250188","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Hot Chips 32 Symposium (HCS)","raw_type":"proceedings-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/A5009630291","display_name":"Fares Elsabbagh","orcid":"https://orcid.org/0009-0001-7100-0353"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Fares Elsabbagh","raw_affiliation_strings":["Georgia Tech Comparch"],"affiliations":[{"raw_affiliation_string":"Georgia Tech Comparch","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032876321","display_name":"Blaise Tine","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Blaise Tine","raw_affiliation_strings":["Georgia Tech Comparch"],"affiliations":[{"raw_affiliation_string":"Georgia Tech Comparch","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062598322","display_name":"Apurve Chawda","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Apurve Chawda","raw_affiliation_strings":["Georgia Tech Comparch"],"affiliations":[{"raw_affiliation_string":"Georgia Tech Comparch","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066352998","display_name":"Will Gulian","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Will Gulian","raw_affiliation_strings":["Georgia Tech Comparch"],"affiliations":[{"raw_affiliation_string":"Georgia Tech Comparch","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022487482","display_name":"Yaotian Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yaotian Feng","raw_affiliation_strings":["Georgia Tech Comparch"],"affiliations":[{"raw_affiliation_string":"Georgia Tech Comparch","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037514194","display_name":"Da Eun Shim","orcid":"https://orcid.org/0000-0002-2246-1022"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Da Eun Shim","raw_affiliation_strings":["Georgia Tech Comparch"],"affiliations":[{"raw_affiliation_string":"Georgia Tech Comparch","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005638491","display_name":"Priyadarshini Roshan","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Priyadarshini Roshan","raw_affiliation_strings":["Georgia Tech Comparch"],"affiliations":[{"raw_affiliation_string":"Georgia Tech Comparch","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018759496","display_name":"Ethan Lyons","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ethan Lyons","raw_affiliation_strings":["Georgia Tech Comparch"],"affiliations":[{"raw_affiliation_string":"Georgia Tech Comparch","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007481878","display_name":"Lingjun Zhu","orcid":"https://orcid.org/0000-0003-1520-0796"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lingjun Zhu","raw_affiliation_strings":["Georgia Tech Comparch"],"affiliations":[{"raw_affiliation_string":"Georgia Tech Comparch","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052950521","display_name":"Sung Kyu Lim","orcid":"https://orcid.org/0000-0002-2267-5282"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sung Kyu Lim","raw_affiliation_strings":["Georgia Tech Comparch"],"affiliations":[{"raw_affiliation_string":"Georgia Tech Comparch","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000822269","display_name":"Hyesoon Kim","orcid":"https://orcid.org/0000-0002-6061-7825"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hyesoon Kim","raw_affiliation_strings":["Georgia Tech Comparch"],"affiliations":[{"raw_affiliation_string":"Georgia Tech Comparch","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5009630291"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16579559,"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":"159"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9990000128746033,"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":0.9990000128746033,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9955000281333923,"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"}},{"id":"https://openalex.org/T10904","display_name":"Embedded Systems Design Techniques","score":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8615914583206177},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7277181148529053},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.6053555011749268},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6030824780464172},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5697275996208191},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.544028639793396},{"id":"https://openalex.org/keywords/very-long-instruction-word","display_name":"Very long instruction word","score":0.5332059264183044},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.5123056173324585},{"id":"https://openalex.org/keywords/microarchitecture","display_name":"Microarchitecture","score":0.5074488520622253},{"id":"https://openalex.org/keywords/instruction-set","display_name":"Instruction set","score":0.48820120096206665},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.48758238554000854},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.4747477173805237},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4572562575340271},{"id":"https://openalex.org/keywords/simd","display_name":"SIMD","score":0.41722163558006287},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.41043734550476074},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.37441179156303406},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2893485724925995}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8615914583206177},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7277181148529053},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.6053555011749268},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6030824780464172},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5697275996208191},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.544028639793396},{"id":"https://openalex.org/C170595534","wikidata":"https://www.wikidata.org/wiki/Q249743","display_name":"Very long instruction word","level":2,"score":0.5332059264183044},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.5123056173324585},{"id":"https://openalex.org/C107598950","wikidata":"https://www.wikidata.org/wiki/Q259864","display_name":"Microarchitecture","level":2,"score":0.5074488520622253},{"id":"https://openalex.org/C202491316","wikidata":"https://www.wikidata.org/wiki/Q272683","display_name":"Instruction set","level":2,"score":0.48820120096206665},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.48758238554000854},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.4747477173805237},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4572562575340271},{"id":"https://openalex.org/C150552126","wikidata":"https://www.wikidata.org/wiki/Q339387","display_name":"SIMD","level":2,"score":0.41722163558006287},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.41043734550476074},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.37441179156303406},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2893485724925995},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hcs49909.2020.9250188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hcs49909.2020.9250188","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Hot Chips 32 Symposium (HCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2898985762","https://openalex.org/W2965347706","https://openalex.org/W3015764133"],"related_works":["https://openalex.org/W2115688358","https://openalex.org/W1503212777","https://openalex.org/W1993000574","https://openalex.org/W2072728786","https://openalex.org/W2146636354","https://openalex.org/W2066454338","https://openalex.org/W1992352827","https://openalex.org/W2751061704","https://openalex.org/W2018918827","https://openalex.org/W2562747857"],"abstract_inverted_index":{"The":[0,77],"emergence":[1],"of":[2,17,47,59,118,124],"data":[3,27],"parallel":[4],"architectures":[5],"have":[6],"enabled":[7],"new":[8,21],"opportunities":[9],"to":[10,23,95],"address":[11],"the":[12,25,45,112,127],"power":[13],"limitations":[14],"and":[15,33,53,83,91,115],"scalability":[16],"multi-core":[18],"processors,":[19],"allowing":[20,56],"ways":[22],"exploit":[24],"abundant":[26],"parallelism":[28],"present":[29,67],"in":[30,98],"emerging":[31],"big-data":[32],"machine":[34],"learning":[35],"applications.":[36],"This":[37],"transition":[38],"is":[39,80],"getting":[40],"a":[41,57,69,86,122],"significant":[42],"boost":[43],"with":[44,49,74,85,121],"advent":[46],"RISC-V":[48,71],"its":[50],"unique":[51],"modular":[52],"extensible":[54],"ISA,":[55],"widerange":[58],"low-cost":[60],"processor":[61,73],"designs.":[62],"In":[63],"this":[64,103],"work,":[65],"we":[66],"Vortex,":[68],"full-stack":[70],"GPGPU":[72],"OpenCL":[75],"support.":[76],"Vortex":[78],"platform":[79],"highly":[81],"customizable":[82],"scalable":[84],"complete":[87],"open-source":[88],"compiler,":[89],"driver,":[90],"runtime":[92],"software":[93],"stack":[94],"enable":[96],"research":[97],"GPU":[99],"architectures.":[100],"We":[101,109],"evaluated":[102],"design":[104],"using":[105],"15":[106],"nm":[107],"technology.":[108],"also":[110],"show":[111],"preliminary":[113],"performance":[114],"energy":[116],"numbers":[117],"running":[119],"them":[120],"subset":[123],"benchmarks":[125],"from":[126],"Rodinia":[128],"Benchmark":[129],"suite.":[130]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}