{"id":"https://openalex.org/W4391377923","doi":"https://doi.org/10.1109/mwscas57524.2023.10406038","title":"System-on-Chip Message Flow Mining with Masked-Language Models","display_name":"System-on-Chip Message Flow Mining with Masked-Language Models","publication_year":2023,"publication_date":"2023-08-06","ids":{"openalex":"https://openalex.org/W4391377923","doi":"https://doi.org/10.1109/mwscas57524.2023.10406038"},"language":"en","primary_location":{"id":"doi:10.1109/mwscas57524.2023.10406038","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwscas57524.2023.10406038","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS)","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/A5084578583","display_name":"Md Rubel Ahmed","orcid":"https://orcid.org/0000-0003-0174-8822"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md Rubel Ahmed","raw_affiliation_strings":["University of South Florida,Tampa,FL","University of South Florida, Tampa, FL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Florida,Tampa,FL","institution_ids":["https://openalex.org/I2613432"]},{"raw_affiliation_string":"University of South Florida, Tampa, FL","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083289388","display_name":"Bardia Nadimi","orcid":"https://orcid.org/0000-0003-2055-349X"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bardia Nadimi","raw_affiliation_strings":["University of South Florida,Tampa,FL","University of South Florida, Tampa, FL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Florida,Tampa,FL","institution_ids":["https://openalex.org/I2613432"]},{"raw_affiliation_string":"University of South Florida, Tampa, FL","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018105292","display_name":"Hao Zheng","orcid":"https://orcid.org/0000-0002-8627-0591"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hao Zheng","raw_affiliation_strings":["University of South Florida,Tampa,FL","University of South Florida, Tampa, FL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Florida,Tampa,FL","institution_ids":["https://openalex.org/I2613432"]},{"raw_affiliation_string":"University of South Florida, Tampa, FL","institution_ids":["https://openalex.org/I2613432"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2613432"],"apc_list":null,"apc_paid":null,"fwci":1.0088,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.84801523,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"496","last_page":"500"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9991000294685364,"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":0.9984999895095825,"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"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.8717696666717529},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.7262967228889465},{"id":"https://openalex.org/keywords/system-on-a-chip","display_name":"System on a chip","score":0.5221633911132812},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4765920341014862},{"id":"https://openalex.org/keywords/design-flow","display_name":"Design flow","score":0.4593338072299957},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.42035070061683655},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.40846478939056396},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2542635202407837}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8717696666717529},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.7262967228889465},{"id":"https://openalex.org/C118021083","wikidata":"https://www.wikidata.org/wiki/Q610398","display_name":"System on a chip","level":2,"score":0.5221633911132812},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4765920341014862},{"id":"https://openalex.org/C37135326","wikidata":"https://www.wikidata.org/wiki/Q931942","display_name":"Design flow","level":2,"score":0.4593338072299957},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.42035070061683655},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.40846478939056396},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2542635202407837},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mwscas57524.2023.10406038","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwscas57524.2023.10406038","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS)","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":12,"referenced_works":["https://openalex.org/W2094753344","https://openalex.org/W2150990363","https://openalex.org/W2242407529","https://openalex.org/W2600739374","https://openalex.org/W2896457183","https://openalex.org/W2946576271","https://openalex.org/W2978017171","https://openalex.org/W3041102980","https://openalex.org/W3092301589","https://openalex.org/W3196948861","https://openalex.org/W4200040922","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2388040150","https://openalex.org/W4230718388","https://openalex.org/W2036806516","https://openalex.org/W1967394420","https://openalex.org/W2565425548","https://openalex.org/W2392009442","https://openalex.org/W13556768","https://openalex.org/W2100663632","https://openalex.org/W2154106283","https://openalex.org/W2912613323"],"abstract_inverted_index":{"High-quality":[0],"system-level":[1],"specifications":[2,18,43,78],"are":[3,25],"necessary":[4],"to":[5,38],"validate":[6],"system-on-chip":[7],"(SoC)":[8],"designs":[9],"comprehensively.":[10],"However,":[11],"manual":[12],"development":[13],"and":[14,41,82,95,105],"maintenance":[15],"of":[16,56,64,85],"such":[17],"across":[19],"the":[20,53,61,76],"entire":[21],"SoC":[22,45,57,86,103],"design":[23,93],"flow":[24],"daunting":[26],"tasks.":[27],"We":[28],"propose":[29],"a":[30,35,80,101,106],"novel":[31],"method":[32,50,119],"that":[33,67],"utilizes":[34],"masked-language":[36],"model":[37,104,110],"infer":[39],"comprehensive":[40],"accurate":[42],"from":[44,100],"communication":[46,87],"traces.":[47],"The":[48,117],"proposed":[49,118],"can":[51,90],"overcome":[52],"inherent":[54],"complexity":[55],"traces":[58,99],"induced":[59],"by":[60],"concurrent":[62],"executions":[63],"system":[65],"transactions":[66],"existing":[68,122],"mining":[69,125],"tools":[70],"often":[71],"find":[72],"highly":[73],"challenging.":[74],"Furthermore,":[75],"mined":[77],"provide":[79],"high-level":[81],"abstract":[83],"view":[84],"behaviors,":[88],"which":[89],"significantly":[91],"facilitate":[92],"understanding":[94],"validation.":[96],"Experiments":[97],"on":[98],"simple":[102],"more":[107],"detailed,":[108],"close-to-reality":[109],"developed":[111],"in":[112],"gem5":[113],"show":[114],"promising":[115],"results.":[116],"outperforms":[120],"several":[121],"state-of-the-art":[123],"trace":[124],"tools.":[126]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}