{"id":"https://openalex.org/W1534261612","doi":"https://doi.org/10.1109/hldvt.2003.1252493","title":"What's the next 'big thing' in simulation-based verification?","display_name":"What's the next 'big thing' in simulation-based verification?","publication_year":2003,"publication_date":"2003-01-01","ids":{"openalex":"https://openalex.org/W1534261612","doi":"https://doi.org/10.1109/hldvt.2003.1252493","mag":"1534261612"},"language":"en","primary_location":{"id":"doi:10.1109/hldvt.2003.1252493","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hldvt.2003.1252493","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Eighth IEEE International High-Level Design Validation and Test Workshop","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/A5080946925","display_name":"M. Levinger","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Levinger","raw_affiliation_strings":["IBM","IBM, ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM","institution_ids":[]},{"raw_affiliation_string":"IBM, ,","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065672051","display_name":"Alon Ziv","orcid":"https://orcid.org/0000-0001-9297-0300"},"institutions":[{"id":"https://openalex.org/I105695857","display_name":"Siemens (Hungary)","ror":"https://ror.org/01rk7mv85","country_code":"HU","type":"company","lineage":["https://openalex.org/I105695857","https://openalex.org/I1325886976"]},{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]},{"id":"https://openalex.org/I4210099704","display_name":"Mentor","ror":"https://ror.org/016grqh48","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210099704"]}],"countries":["GB","HU","US"],"is_corresponding":false,"raw_author_name":"A. Ziv","raw_affiliation_strings":["Mentor Graphics","Dept. of Electr. & Comput. Eng., Massachusetts Univ., Amherst, MA, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mentor Graphics","institution_ids":["https://openalex.org/I105695857","https://openalex.org/I4210099704"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., Massachusetts Univ., Amherst, MA, USA#TAB#","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034329641","display_name":"Brian P. Bailey","orcid":"https://orcid.org/0000-0003-1859-986X"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"B. Bailey","raw_affiliation_strings":["University of Texas","California Univ., Santa Barbara, CA, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas","institution_ids":[]},{"raw_affiliation_string":"California Univ., Santa Barbara, CA, USA#TAB#","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068070739","display_name":"Jacob A. Abraham","orcid":"https://orcid.org/0000-0002-5336-5631"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Abraham","raw_affiliation_strings":["University of Texas","California Univ., Santa Barbara, CA, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas","institution_ids":[]},{"raw_affiliation_string":"California Univ., Santa Barbara, CA, USA#TAB#","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015323315","display_name":"Bob Bentley","orcid":null},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]},{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"B. Bentley","raw_affiliation_strings":["Intel","Dept. of Electr. Eng., California Univ., Los Angeles, CA, , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intel","institution_ids":["https://openalex.org/I4210158342"]},{"raw_affiliation_string":"Dept. of Electr. Eng., California Univ., Los Angeles, CA, , USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063118499","display_name":"Byron D. Joyner","orcid":null},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"B. Joyner","raw_affiliation_strings":["SRC","Dept. of Electr. Eng., California Univ., Los Angeles, CA, , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SRC","institution_ids":[]},{"raw_affiliation_string":"Dept. of Electr. Eng., California Univ., Los Angeles, CA, , USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036535026","display_name":"Y. Kashai","orcid":null},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Y. Kashai","raw_affiliation_strings":["Verisity","Dept. of Electr. Eng., California Univ., Los Angeles, CA, , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Verisity","institution_ids":[]},{"raw_affiliation_string":"Dept. of Electr. Eng., California Univ., Los Angeles, CA, , USA","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.093809,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"175","last_page":"175"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12810","display_name":"Real-time simulation and control systems","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11005","display_name":"Radiation Effects in Electronics","score":0.9934999942779541,"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/functional-verification","display_name":"Functional verification","score":0.8466585874557495},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.76563560962677},{"id":"https://openalex.org/keywords/intelligent-verification","display_name":"Intelligent verification","score":0.6606600284576416},{"id":"https://openalex.org/keywords/formal-verification","display_name":"Formal verification","score":0.6294841766357422},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.6290247440338135},{"id":"https://openalex.org/keywords/runtime-verification","display_name":"Runtime verification","score":0.5993871092796326},{"id":"https://openalex.org/keywords/model-checking","display_name":"Model checking","score":0.5018603801727295},{"id":"https://openalex.org/keywords/formal-equivalence-checking","display_name":"Formal equivalence checking","score":0.4727821350097656},{"id":"https://openalex.org/keywords/software-verification","display_name":"Software verification","score":0.45342138409614563},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.44498682022094727},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.42924246191978455},{"id":"https://openalex.org/keywords/formal-methods","display_name":"Formal methods","score":0.42099010944366455},{"id":"https://openalex.org/keywords/high-level-verification","display_name":"High-level verification","score":0.42031168937683105},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.416047602891922},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.20177054405212402},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.1401207149028778},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1378381848335266},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1322503387928009},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.10759779810905457}],"concepts":[{"id":"https://openalex.org/C62460635","wikidata":"https://www.wikidata.org/wiki/Q5508853","display_name":"Functional verification","level":3,"score":0.8466585874557495},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.76563560962677},{"id":"https://openalex.org/C3406870","wikidata":"https://www.wikidata.org/wiki/Q6044160","display_name":"Intelligent verification","level":5,"score":0.6606600284576416},{"id":"https://openalex.org/C111498074","wikidata":"https://www.wikidata.org/wiki/Q173326","display_name":"Formal verification","level":2,"score":0.6294841766357422},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.6290247440338135},{"id":"https://openalex.org/C202973057","wikidata":"https://www.wikidata.org/wiki/Q7380130","display_name":"Runtime verification","level":3,"score":0.5993871092796326},{"id":"https://openalex.org/C110251889","wikidata":"https://www.wikidata.org/wiki/Q1569697","display_name":"Model checking","level":2,"score":0.5018603801727295},{"id":"https://openalex.org/C96654402","wikidata":"https://www.wikidata.org/wiki/Q5469962","display_name":"Formal equivalence checking","level":3,"score":0.4727821350097656},{"id":"https://openalex.org/C33054407","wikidata":"https://www.wikidata.org/wiki/Q6504747","display_name":"Software verification","level":5,"score":0.45342138409614563},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.44498682022094727},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.42924246191978455},{"id":"https://openalex.org/C75606506","wikidata":"https://www.wikidata.org/wiki/Q1049183","display_name":"Formal methods","level":2,"score":0.42099010944366455},{"id":"https://openalex.org/C187250869","wikidata":"https://www.wikidata.org/wiki/Q5754573","display_name":"High-level verification","level":5,"score":0.42031168937683105},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.416047602891922},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.20177054405212402},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.1401207149028778},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1378381848335266},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1322503387928009},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.10759779810905457},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.0},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hldvt.2003.1252493","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hldvt.2003.1252493","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Eighth IEEE International High-Level Design Validation and Test Workshop","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6200000047683716,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3036403349","https://openalex.org/W2106507440","https://openalex.org/W2361881307","https://openalex.org/W2392047570","https://openalex.org/W2035244079","https://openalex.org/W2962898432","https://openalex.org/W2355428260","https://openalex.org/W2162615969","https://openalex.org/W3120172095","https://openalex.org/W2997541867"],"abstract_inverted_index":{"Summary":[0],"form":[1],"only":[2],"given,":[3],"as":[4,15,26,83,296],"follows.":[5],"The":[6,299],"complete":[7],"presentation":[8],"was":[9],"not":[10,106,202],"made":[11],"available":[12],"for":[13,166,248,264,292],"publication":[14],"part":[16,94],"of":[17,29,39,44,53,58,66,124,131,146,180,194,276,288,301],"the":[18,27,30,37,54,59,67,96,110,120,149,152,169,203,215,235,250,256,274,286,302,308,322,334],"conference":[19],"proceedings.":[20],"Functional":[21],"verification":[22,69,74,97,141,174,209,229,242,265,290,311],"is":[23,70,105,142,156,188,201,210,238,260,304,312],"widely":[24],"acknowledged":[25],"bottleneck":[28],"hardware":[31],"design":[32,217],"cycle.":[33],"Current":[34],"estimates":[35],"put":[36],"cost":[38,57],"functional":[40,68],"verification,":[41],"in":[42,95,109,182,191,214,255,267,338],"terms":[43],"time":[45],"and":[46,86,151,176,185,196,230,295,317,324,331],"resources":[47],"spent,":[48],"at":[49,307],"50%":[50],"-":[51],"70%":[52],"overall":[55],"development":[56],"design.":[60],"In":[61,198,205,253],"current":[62,257],"industry":[63,268],"practice,":[64],"most":[65],"done":[71],"using":[72],"dynamic":[73,101,121,140,173,228,241,289,310,339],"or":[75,79],"simulation-based":[76],"methods.":[77,102],"Formal":[78],"static":[80],"methods,":[81],"such":[82],"model":[84],"checking":[85],"equivalence":[87],"checking,":[88],"play":[89],"an":[90,177],"important":[91,246],"but":[92],"small":[93],"effort":[98],"compared":[99],"to":[100,118,137,168,233,269,281,285,305,327,333],"Moreover,":[103],"it":[104,133,237,279],"foreseeable":[107],"that":[108,139,159,319],"near":[111],"future":[112],"these":[113],"techniques":[114],"will":[115],"be":[116,135],"able":[117],"replace":[119],"methods":[122,326],"because":[123],"their":[125,271],"computational":[126],"complexity.":[127],"Given":[128],"this":[129,183,200],"state":[130,222,258],"affairs,":[132],"would":[134],"natural":[136],"assume":[138],"getting":[143],"a":[144,192,211],"lot":[145],"attention":[147],"from":[148],"academy":[150],"research":[153,219,293],"communities.":[154],"It":[155],"also":[157],"expected":[158],"many":[160],"researches":[161],"are":[162],"actively":[163],"searching":[164],"nowadays":[165],"solutions":[167],"issues":[170],"raised":[171],"by":[172],"teams,":[175],"active":[178],"sharing":[179],"ideas":[181],"community":[184],"its":[186,231],"users":[187],"taking":[189],"place":[190],"variety":[193],"conferences":[195],"workshops.":[197],"reality,":[199],"case.":[204],"fact,":[206],"simulation":[207],"based":[208],"neglected":[212],"child":[213],"electronic":[216],"automation":[218],"community.":[220],"This":[221],"has":[223],"several":[224],"bad":[225],"effects":[226],"on":[227],"ability":[232],"address":[234,321],"challenges":[236,309],"facing.":[239],"First,":[240],"lacks":[243],"one":[244],"very":[245],"driver":[247],"advancements,":[249],"academic":[251],"world.":[252],"addition,":[254],"there":[259],"no":[261],"real":[262],"platform":[263],"engineers":[266],"share":[270],"experience.":[272],"Finally,":[273],"lack":[275],"visibility":[277],"makes":[278],"harder":[280],"attract":[282],"research-oriented":[283],"talent":[284],"field":[287,297],"both":[291],"positions":[294],"experts.":[298],"goal":[300],"panel":[303],"look":[306],"facing,":[313],"identify":[314],"new":[315],"technologies":[316],"methodologies":[318],"may":[320],"challenges,":[323],"suggest":[325],"increase":[328],"academia":[329],"involvement":[330],"lead":[332],"next":[335],"big":[336],"thing":[337],"verification.":[340]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}