{"id":"https://openalex.org/W4415821796","doi":"https://doi.org/10.1109/itc58126.2025.00070","title":"STARTS: Simulation Traits Assisted Random Test Selection for Multiprocessor Verification","display_name":"STARTS: Simulation Traits Assisted Random Test Selection for Multiprocessor Verification","publication_year":2025,"publication_date":"2025-09-20","ids":{"openalex":"https://openalex.org/W4415821796","doi":"https://doi.org/10.1109/itc58126.2025.00070"},"language":null,"primary_location":{"id":"doi:10.1109/itc58126.2025.00070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itc58126.2025.00070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Test Conference (ITC)","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/A5100742870","display_name":"Li Zhou","orcid":"https://orcid.org/0000-0001-5743-8490"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Li Zhou","raw_affiliation_strings":["National University of Defense Technology,College of Computer Science and Technology, Key Laboratory of Advanced Microprocessor Chips and Systems,Changsha,China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,College of Computer Science and Technology, Key Laboratory of Advanced Microprocessor Chips and Systems,Changsha,China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091320085","display_name":"Menglong Lu","orcid":"https://orcid.org/0000-0003-0011-0368"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Menglong Lu","raw_affiliation_strings":["National University of Defense Technology,College of Computer Science and Technology, Key Laboratory of Advanced Microprocessor Chips and Systems,Changsha,China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,College of Computer Science and Technology, Key Laboratory of Advanced Microprocessor Chips and Systems,Changsha,China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101212808","display_name":"Li Luo","orcid":"https://orcid.org/0009-0002-8859-8272"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Luo","raw_affiliation_strings":["National University of Defense Technology,College of Computer Science and Technology, Key Laboratory of Advanced Microprocessor Chips and Systems,Changsha,China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,College of Computer Science and Technology, Key Laboratory of Advanced Microprocessor Chips and Systems,Changsha,China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100374720","display_name":"Jianfeng Zhang","orcid":"https://orcid.org/0000-0002-7985-2112"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianfeng Zhang","raw_affiliation_strings":["National University of Defense Technology,College of Computer Science and Technology, Key Laboratory of Advanced Microprocessor Chips and Systems,Changsha,China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,College of Computer Science and Technology, Key Laboratory of Advanced Microprocessor Chips and Systems,Changsha,China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053514899","display_name":"Junbo Tie","orcid":"https://orcid.org/0000-0002-8989-8931"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junbo Tie","raw_affiliation_strings":["National University of Defense Technology,College of Computer Science and Technology, Key Laboratory of Advanced Microprocessor Chips and Systems,Changsha,China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology,College of Computer Science and Technology, Key Laboratory of Advanced Microprocessor Chips and Systems,Changsha,China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100742870"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34542261,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"482","last_page":"485"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.6726999878883362,"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":0.6726999878883362,"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":0.18369999527931213,"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":0.02199999988079071,"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/multiprocessing","display_name":"Multiprocessing","score":0.7287999987602234},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.505299985408783},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.4429999887943268},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.43309998512268066},{"id":"https://openalex.org/keywords/random-testing","display_name":"Random testing","score":0.4259999990463257},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.3750999867916107}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7842000126838684},{"id":"https://openalex.org/C4822641","wikidata":"https://www.wikidata.org/wiki/Q846651","display_name":"Multiprocessing","level":2,"score":0.7287999987602234},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.505299985408783},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.4429999887943268},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.43309998512268066},{"id":"https://openalex.org/C106159264","wikidata":"https://www.wikidata.org/wiki/Q17146789","display_name":"Random testing","level":4,"score":0.4259999990463257},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3882000148296356},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.3750999867916107},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37290000915527344},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3614000082015991},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.3492000102996826},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.34700000286102295},{"id":"https://openalex.org/C53942775","wikidata":"https://www.wikidata.org/wiki/Q1211721","display_name":"Code coverage","level":3,"score":0.3310999870300293},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.30079999566078186},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.28130000829696655},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.28029999136924744},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.265500009059906},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.25780001282691956},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itc58126.2025.00070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itc58126.2025.00070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Test Conference (ITC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1839273017","https://openalex.org/W2806992889","https://openalex.org/W2912899164","https://openalex.org/W3187658303","https://openalex.org/W4206274125","https://openalex.org/W4297097511","https://openalex.org/W4386249609","https://openalex.org/W4386764844","https://openalex.org/W4387336294","https://openalex.org/W4389950186","https://openalex.org/W4402402499"],"related_works":[],"abstract_inverted_index":{"Test":[0,51],"selection":[1,109,123],"is":[2],"vital":[3],"for":[4],"accelerating":[5],"multiprocessor":[6,40,65,117],"design":[7],"verification.":[8,67],"Current":[9],"methods":[10],"focus":[11],"on":[12],"the":[13,63,131],"similarities":[14],"among":[15],"random":[16],"test":[17,71,89,122],"cases":[18,72],"but":[19],"overlook":[20],"critical":[21],"runtime":[22,38],"characteristics":[23],"that":[24,128],"significantly":[25],"impact":[26],"outcomes.":[27],"This":[28],"limitation":[29],"hinders":[30],"their":[31],"ability":[32],"to":[33,73,87,134,139],"capture":[34],"patterns":[35],"generated":[36],"at":[37],"in":[39,102,148],"systems.":[41],"To":[42],"address":[43],"this,":[44],"we":[45],"propose":[46],"Simulation":[47],"Traits":[48],"Assisted":[49],"Random":[50],"Selection":[52],"(STARTS),":[53],"which":[54],"utilizes":[55],"features":[56],"obtained":[57],"from":[58],"fast":[59],"model":[60],"simulation":[61],"of":[62],"target":[64],"during":[66],"STARTS":[68,129],"rapidly":[69],"simulates":[70],"predict":[74],"hardware":[75],"behavior":[76],"and":[77,94],"employs":[78],"a":[79,84,107],"GRU-based":[80],"variational":[81],"autoencoder":[82],"with":[83,115],"self-attention":[85],"mechanism":[86],"embed":[88],"cases,":[90],"capturing":[91],"both":[92],"data":[93],"control":[95],"dependencies":[96],"between":[97],"stimulus":[98],"actions.":[99],"The":[100],"distance":[101],"latent":[103],"space":[104],"serves":[105],"as":[106],"key":[108],"criterion.":[110],"By":[111],"integrating":[112],"hardware-related":[113],"information":[114],"intrinsic":[116],"characteristics,":[118],"our":[119],"method":[120],"enhances":[121],"effectiveness.":[124],"Experimental":[125],"results":[126],"show":[127],"reduces":[130],"time":[132],"needed":[133],"achieve":[135],"coverage":[136],"goals":[137],"compared":[138],"other":[140],"unsupervised":[141],"learning":[142],"methods,":[143],"demonstrating":[144],"its":[145],"superior":[146],"performance":[147],"selecting":[149],"optimal":[150],"stimuli.":[151]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-11-03T00:00:00"}