{"id":"https://openalex.org/W3096955785","doi":"https://doi.org/10.1109/cases51649.2020.9243814","title":"Towards Quality-Driven Approximate Software Generation for Accurate Hardware: Work-in-Progress","display_name":"Towards Quality-Driven Approximate Software Generation for Accurate Hardware: Work-in-Progress","publication_year":2020,"publication_date":"2020-09-20","ids":{"openalex":"https://openalex.org/W3096955785","doi":"https://doi.org/10.1109/cases51649.2020.9243814","mag":"3096955785"},"language":"en","primary_location":{"id":"doi:10.1109/cases51649.2020.9243814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cases51649.2020.9243814","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Compilers, Architecture, and Synthesis for Embedded Systems (CASES)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5051404579","display_name":"J. Castro Godinez","orcid":"https://orcid.org/0000-0003-4808-4904"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]},{"id":"https://openalex.org/I145372079","display_name":"Instituto Tecnol\u00f3gico de Costa Rica","ror":"https://ror.org/04zhrfn38","country_code":"CR","type":"education","lineage":["https://openalex.org/I145372079"]}],"countries":["CR","DE"],"is_corresponding":false,"raw_author_name":"Jorge Castro-Godinez","raw_affiliation_strings":["Chair for Embedded Systems (CES), Karlsruhe Institute of Technology (KIT), Germany","School of Electronics Engineering, Instituto Tecnol\u00f3gico de Costa Rica (TEC), Costa Rica"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair for Embedded Systems (CES), Karlsruhe Institute of Technology (KIT), Germany","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"School of Electronics Engineering, Instituto Tecnol\u00f3gico de Costa Rica (TEC), Costa Rica","institution_ids":["https://openalex.org/I145372079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005190949","display_name":"Muhammad Shafique","orcid":"https://orcid.org/0000-0002-2607-8135"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["AT","US"],"is_corresponding":false,"raw_author_name":"Muhammad Shafique","raw_affiliation_strings":["Division of Engineering, New York University, Abu Dhabi, UAE","Institute of Computer Engineering, Vienna University of Technology (TU Wien), Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Engineering, New York University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"Institute of Computer Engineering, Vienna University of Technology (TU Wien), Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063508488","display_name":"J\u00f6rg Henkel","orcid":"https://orcid.org/0000-0001-9602-2922"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jorg Henkel","raw_affiliation_strings":["Chair for Embedded Systems (CES), Karlsruhe Institute of Technology (KIT), Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair for Embedded Systems (CES), Karlsruhe Institute of Technology (KIT), Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4313,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80051782,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"12","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10363","display_name":"Low-power high-performance VLSI design","score":0.9995999932289124,"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.9995999932289124,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9994999766349792,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9990000128746033,"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":0.852138340473175},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.6736772060394287},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5933479070663452},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.4842336177825928},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.44865909218788147},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.36957991123199463},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3289400339126587},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.25138646364212036},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11072039604187012}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.852138340473175},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.6736772060394287},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5933479070663452},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.4842336177825928},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.44865909218788147},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.36957991123199463},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3289400339126587},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.25138646364212036},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11072039604187012}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cases51649.2020.9243814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cases51649.2020.9243814","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Compilers, Architecture, and Synthesis for Embedded Systems (CASES)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2165448367","https://openalex.org/W2165964040","https://openalex.org/W2244005500","https://openalex.org/W2342690825","https://openalex.org/W2399535694","https://openalex.org/W2561860907","https://openalex.org/W2798842472","https://openalex.org/W2900227741","https://openalex.org/W2979645155","https://openalex.org/W2979792834","https://openalex.org/W4239588330","https://openalex.org/W4250541405"],"related_works":["https://openalex.org/W4240253816","https://openalex.org/W3096456556","https://openalex.org/W2169584677","https://openalex.org/W2979513934","https://openalex.org/W4232954277","https://openalex.org/W2020341030","https://openalex.org/W2749133591","https://openalex.org/W2367473450","https://openalex.org/W23346600","https://openalex.org/W2460280200"],"abstract_inverted_index":{"Many":[0],"existing":[1],"processor-based":[2],"systems,":[3],"especially":[4],"using":[5,100],"off-the-shelf":[6],"components,":[7],"cannot":[8],"afford":[9],"hardware":[10],"modifications":[11],"to":[12,63,74,84,92,125],"embrace":[13],"different":[14,69],"approximate":[15,44,90,109,136],"computing":[16],"techniques":[17,45,91],"proposed":[18],"by":[19],"the":[20,30],"research":[21],"community.":[22],"In":[23],"that":[24],"case,":[25],"it":[26],"is":[27,98],"mainly":[28],"at":[29,49],"software":[31,50,110],"level":[32],"where":[33],"error":[34],"resiliency":[35],"can":[36,46],"be":[37,47],"exploited":[38],"efficiently.":[39],"Although":[40],"a":[41,117,130],"multitude":[42],"of":[43,71,95,107],"applied":[48],"level,":[51],"they":[52],"have":[53],"been":[54,61],"presented":[55],"in":[56],"isolation":[57],"and":[58,87,114],"little":[59],"has":[60],"done":[62],"report":[64],"their":[65],"combined":[66],"usage":[67],"on":[68,116],"types":[70],"applications":[72],"amenable":[73],"approximations.":[75],"We":[76,104],"present":[77,105],"here":[78],"AxSWGen,":[79],"an":[80,135],"automated":[81,108],"quality-driven":[82],"methodology":[83],"jointly":[85],"explore":[86],"apply":[88],"multiple":[89],"error-tolerant":[93],"sections":[94],"applications.":[96],"AxSWGen":[97,113],"implemented":[99],"LLVM":[101],"compiler":[102],"infrastructure.":[103],"results":[106],"generated":[111],"with":[112],"executed":[115],"RISC-V":[118],"processor":[119],"(SiFive":[120],"HiFive1":[121],"board),":[122],"achieving":[123],"up":[124],"50%":[126],"energy":[127],"reduction":[128],"for":[129,134],"5%":[131],"image":[132],"degradation":[133],"Gaussian":[137],"filter.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
