{"id":"https://openalex.org/W2138960209","doi":"https://doi.org/10.1109/socc.2011.6085105","title":"CGA: Combining cluster analysis with genetic algorithm for regression suite reduction of microprocessors","display_name":"CGA: Combining cluster analysis with genetic algorithm for regression suite reduction of microprocessors","publication_year":2011,"publication_date":"2011-09-01","ids":{"openalex":"https://openalex.org/W2138960209","doi":"https://doi.org/10.1109/socc.2011.6085105","mag":"2138960209"},"language":"en","primary_location":{"id":"doi:10.1109/socc.2011.6085105","is_oa":false,"landing_page_url":"https://doi.org/10.1109/socc.2011.6085105","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International SOC Conference","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/A5057083854","display_name":"Liucheng Guo","orcid":"https://orcid.org/0009-0008-9419-4075"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liucheng Guo","raw_affiliation_strings":["School of Electronics Engineering and Computer Science, Peking University, Beijing, China","School of Electronics Engineering and Computer Science Peking University,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics Engineering and Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Electronics Engineering and Computer Science Peking University,Beijing,China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006387240","display_name":"Jiangfang Yi","orcid":"https://orcid.org/0000-0003-4401-3551"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangfang Yi","raw_affiliation_strings":["School of Electronics Engineering and Computer Science, Peking University, Beijing, China","School of Electronics Engineering and Computer Science Peking University,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics Engineering and Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Electronics Engineering and Computer Science Peking University,Beijing,China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425314","display_name":"Liang Zhang","orcid":"https://orcid.org/0009-0007-4012-8040"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Zhang","raw_affiliation_strings":["School of Electronics Engineering and Computer Science, Peking University, Beijing, China","School of Electronics Engineering and Computer Science Peking University,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics Engineering and Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Electronics Engineering and Computer Science Peking University,Beijing,China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101558050","display_name":"Xiaoyin Wang","orcid":"https://orcid.org/0000-0002-9079-5534"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyin Wang","raw_affiliation_strings":["School of Electronics Engineering and Computer Science, Peking University, Beijing, China","School of Electronics Engineering and Computer Science Peking University,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics Engineering and Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Electronics Engineering and Computer Science Peking University,Beijing,China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101758077","display_name":"Dong Tong","orcid":"https://orcid.org/0000-0003-0987-6351"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Tong","raw_affiliation_strings":["School of Electronics Engineering and Computer Science, Peking University, Beijing, China","School of Electronics Engineering and Computer Science Peking University,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics Engineering and Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Electronics Engineering and Computer Science Peking University,Beijing,China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.17252047,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"21","issue":null,"first_page":"207","last_page":"212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9976999759674072,"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9976999759674072,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10142","display_name":"Formal Methods in Verification","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/suite","display_name":"Suite","score":0.870337724685669},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.762425422668457},{"id":"https://openalex.org/keywords/regression-testing","display_name":"Regression testing","score":0.5873898863792419},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5551908016204834},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4826405644416809},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.46511343121528625},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.45222240686416626},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3930571377277374},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32286536693573},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1564658284187317},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1455526053905487},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13990238308906555},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.12320438027381897},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11024177074432373}],"concepts":[{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.870337724685669},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.762425422668457},{"id":"https://openalex.org/C161821725","wikidata":"https://www.wikidata.org/wiki/Q917415","display_name":"Regression testing","level":5,"score":0.5873898863792419},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5551908016204834},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4826405644416809},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.46511343121528625},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.45222240686416626},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3930571377277374},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32286536693573},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1564658284187317},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1455526053905487},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13990238308906555},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.12320438027381897},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11024177074432373},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/socc.2011.6085105","is_oa":false,"landing_page_url":"https://doi.org/10.1109/socc.2011.6085105","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International SOC Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W259338706","https://openalex.org/W582523446","https://openalex.org/W1486779561","https://openalex.org/W1560337332","https://openalex.org/W1601834268","https://openalex.org/W1996510517","https://openalex.org/W1998393968","https://openalex.org/W2009876269","https://openalex.org/W2011039300","https://openalex.org/W2012611390","https://openalex.org/W2015182626","https://openalex.org/W2016207616","https://openalex.org/W2016929496","https://openalex.org/W2021883218","https://openalex.org/W2092094132","https://openalex.org/W2102139879","https://openalex.org/W2109207167","https://openalex.org/W2136268064","https://openalex.org/W2140190241","https://openalex.org/W2155341425","https://openalex.org/W2157054705","https://openalex.org/W2162302823","https://openalex.org/W2476096155","https://openalex.org/W3204616723","https://openalex.org/W4285719527","https://openalex.org/W6629009905"],"related_works":["https://openalex.org/W4384302763","https://openalex.org/W31220157","https://openalex.org/W2312753042","https://openalex.org/W4289356671","https://openalex.org/W2389155397","https://openalex.org/W2165884543","https://openalex.org/W3186837933","https://openalex.org/W2368989808","https://openalex.org/W2034959125","https://openalex.org/W2355687852"],"abstract_inverted_index":{"Regression":[0,13,44],"testing":[1],"plays":[2],"an":[3,23,129],"important":[4],"role":[5],"in":[6,17,128],"the":[7,18,26,29,37,55,59,64,67,107,120,125],"simulation-based":[8],"functional":[9,68,126],"verification":[10,20],"of":[11,25,58,66,74,111,119],"microprocessors.":[12],"suite":[14,39,45,61],"is":[15,32,51],"maintained":[16],"entire":[19,38],"phase":[21],"with":[22,86],"increase":[24],"scale.":[27],"However,":[28],"executing":[30,56,121],"cost":[31,57,122],"always":[33],"high":[34],"when":[35],"running":[36],"on":[40,95],"a":[41,78,103],"RTL-level":[42],"simulator.":[43],"reduction":[46],"(called":[47,89],"RSR":[48,73],"for":[49,91,102],"short)":[50],"presented":[52],"to":[53],"reduce":[54,116],"regression":[60,97],"without":[62,123],"debasing":[63],"quality":[65],"verification.":[69],"For":[70],"this":[71],"two-objective":[72],"microprocessors,":[75],"we":[76],"present":[77],"heuristic":[79],"algorithm":[80,88],"which":[81],"mainly":[82],"combines":[83],"cluster":[84],"analysis":[85],"genetic":[87],"CGA":[90,113],"short).":[92],"The":[93],"experiments":[94],"some":[96],"suites":[98],"at":[99],"different":[100],"scales":[101],"microprocessor":[104],"have":[105],"shown":[106],"efficiency":[108],"and":[109],"feasibility":[110],"CGA.":[112],"can":[114],"effectively":[115],"about":[117],"90%":[118],"decreasing":[124],"coverage":[127],"acceptable":[130],"runtime.":[131]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}