{"id":"https://openalex.org/W4412477014","doi":"https://doi.org/10.1145/3701717.3733226","title":"CNN and RVV Co-design for Efficient Model Serving","display_name":"CNN and RVV Co-design for Efficient Model Serving","publication_year":2025,"publication_date":"2025-06-09","ids":{"openalex":"https://openalex.org/W4412477014","doi":"https://doi.org/10.1145/3701717.3733226"},"language":"en","primary_location":{"id":"doi:10.1145/3701717.3733226","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701717.3733226","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701717.3733226","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th ACM International Conference on Distributed and Event-based Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3701717.3733226","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020534755","display_name":"Sonia Rani Gupta","orcid":"https://orcid.org/0009-0008-2206-7413"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Sonia Rani Gupta","raw_affiliation_strings":["Chalmers University of Technology and University of Gothenburg, Gothenburg, Sweden"],"raw_orcid":"https://orcid.org/0009-0008-2206-7413","affiliations":[{"raw_affiliation_string":"Chalmers University of Technology and University of Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057776164","display_name":"\u039d\u03b9\u03ba\u03ad\u03bb\u03b1 \u03a0\u03b1\u03c0\u03b1\u03b4\u03bf\u03c0\u03bf\u03cd\u03bb\u03bf\u03c5","orcid":"https://orcid.org/0000-0003-2141-5654"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nikela Papadopoulou","raw_affiliation_strings":["University of Glasgow, Glasgow, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-2141-5654","affiliations":[{"raw_affiliation_string":"University of Glasgow, Glasgow, United Kingdom","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100394982","display_name":"Jing Chen","orcid":"https://orcid.org/0000-0003-3409-8651"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Jing Chen","raw_affiliation_strings":["Chalmers University of Technology and University of Gothenburg, Gothenburg, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-3409-8651","affiliations":[{"raw_affiliation_string":"Chalmers University of Technology and University of Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074518408","display_name":"Miquel Peric\u00e0s","orcid":"https://orcid.org/0000-0002-7583-6609"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Miquel Peric\u00e0s","raw_affiliation_strings":["Chalmers University of Technology and University of Gothenburg, Gothenburg, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-7583-6609","affiliations":[{"raw_affiliation_string":"Chalmers University of Technology and University of Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1749,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.77878629,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"243","last_page":"244"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9970999956130981,"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10812","display_name":"Human Pose and Action Recognition","score":0.9925000071525574,"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":0.6686744689941406}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6686744689941406}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3701717.3733226","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701717.3733226","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701717.3733226","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th ACM International Conference on Distributed and Event-based Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3701717.3733226","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701717.3733226","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701717.3733226","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th ACM International Conference on Distributed and Event-based Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3676281905","display_name":null,"funder_award_id":"2022-06725","funder_id":"https://openalex.org/F4320320940","funder_display_name":"Stiftelsen f\u00f6r\u00a0Strategisk Forskning"},{"id":"https://openalex.org/G8869864247","display_name":"NAISS","funder_award_id":"2022-06725","funder_id":"https://openalex.org/F4320322581","funder_display_name":"Vetenskapsr\u00e5det"},{"id":"https://openalex.org/G979276111","display_name":"PRIDE: Principer f\u00f6r ber\u00e4knande minnesenheter","funder_award_id":"CHI19-0048","funder_id":"https://openalex.org/F4320320940","funder_display_name":"Stiftelsen f\u00f6r\u00a0Strategisk Forskning"}],"funders":[{"id":"https://openalex.org/F4320320940","display_name":"Stiftelsen f\u00f6r\u00a0Strategisk Forskning","ror":"https://ror.org/044wr7g58"},{"id":"https://openalex.org/F4320322581","display_name":"Vetenskapsr\u00e5det","ror":"https://ror.org/03zttf063"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412477014.pdf","grobid_xml":"https://content.openalex.org/works/W4412477014.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2734941459","https://openalex.org/W4321446149","https://openalex.org/W4384705465","https://openalex.org/W4388581301"],"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":{"Convolutional":[0],"algorithm":[1],"performance":[2],"depends":[3],"on":[4],"layer":[5,27,51],"dimensions,":[6],"with":[7,37,50],"SIMD":[8],"demands":[9],"and":[10,29,34,56],"cache":[11],"sharing":[12],"influencing":[13],"runtime":[14],"selection.To":[15],"identify":[16],"the":[17,59],"best":[18],"settings,":[19],"we":[20],"perform":[21],"a":[22],"co-design":[23],"exploration":[24],"of":[25],"convolutional":[26],"parameters":[28,39,49],"three":[30],"algorithms:":[31],"Direct,":[32],"im2col+GEMM,":[33],"Winograd,":[35],"jointly":[36],"hardware":[38,48],"for":[40,61],"RISC-V":[41],"vector":[42],"architectures.Our":[43],"results":[44],"show":[45],"that":[46],"incorporating":[47],"dimensions":[52],"boosts":[53],"execution":[54],"time":[55],"efficiency,":[57],"emphasizing":[58],"need":[60],"co-design.":[62]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-24T07:32:12.397491","created_date":"2025-10-10T00:00:00"}
