{"id":"https://openalex.org/W2584105298","doi":"https://doi.org/10.1109/idt.2016.7843055","title":"Accelerating the debugging of FV traces using K-means clustering techniques","display_name":"Accelerating the debugging of FV traces using K-means clustering techniques","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2584105298","doi":"https://doi.org/10.1109/idt.2016.7843055","mag":"2584105298"},"language":"en","primary_location":{"id":"doi:10.1109/idt.2016.7843055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idt.2016.7843055","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 11th International Design &amp; Test Symposium (IDT)","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/A5001510113","display_name":"Eman El Mandouh","orcid":null},"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/I4210099704","display_name":"Mentor","ror":"https://ror.org/016grqh48","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210099704"]}],"countries":["GB","HU"],"is_corresponding":false,"raw_author_name":"Eman El Mandouh","raw_affiliation_strings":["Mentor Graphics Corporation, Egypt","Mentor Graphics Corporation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mentor Graphics Corporation, Egypt","institution_ids":[]},{"raw_affiliation_string":"Mentor Graphics Corporation","institution_ids":["https://openalex.org/I105695857","https://openalex.org/I4210099704"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049534161","display_name":"Amr G. Wassal","orcid":"https://orcid.org/0000-0001-6009-4174"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Amr G. Wassal","raw_affiliation_strings":["Computer Engineering Department, Cairo University, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Cairo University, Egypt","institution_ids":["https://openalex.org/I145487455"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2241,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.45358194,"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":"278","last_page":"283"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9987000226974487,"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":0.9987000226974487,"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":0.9930999875068665,"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/T10260","display_name":"Software Engineering Research","score":0.9782000184059143,"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/debugging","display_name":"Debugging","score":0.9229898452758789},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8130981922149658},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.6814932823181152},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6440114974975586},{"id":"https://openalex.org/keywords/algorithmic-program-debugging","display_name":"Algorithmic program debugging","score":0.6199167370796204},{"id":"https://openalex.org/keywords/emulation","display_name":"Emulation","score":0.6008527278900146},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.5039095282554626},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4594820737838745},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45680564641952515},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.45383596420288086},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4354846477508545},{"id":"https://openalex.org/keywords/background-debug-mode-interface","display_name":"Background debug mode interface","score":0.42399898171424866},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.18609026074409485},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17594453692436218}],"concepts":[{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.9229898452758789},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8130981922149658},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.6814932823181152},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6440114974975586},{"id":"https://openalex.org/C136388014","wikidata":"https://www.wikidata.org/wiki/Q17084976","display_name":"Algorithmic program debugging","level":3,"score":0.6199167370796204},{"id":"https://openalex.org/C149810388","wikidata":"https://www.wikidata.org/wiki/Q5374873","display_name":"Emulation","level":2,"score":0.6008527278900146},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.5039095282554626},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4594820737838745},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45680564641952515},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.45383596420288086},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4354846477508545},{"id":"https://openalex.org/C124774103","wikidata":"https://www.wikidata.org/wiki/Q4839640","display_name":"Background debug mode interface","level":3,"score":0.42399898171424866},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.18609026074409485},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17594453692436218},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/idt.2016.7843055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idt.2016.7843055","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 11th International Design &amp; Test Symposium (IDT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1532325895","https://openalex.org/W1565377632","https://openalex.org/W2001140237","https://openalex.org/W2006955715","https://openalex.org/W2054971796","https://openalex.org/W2073459066","https://openalex.org/W2110531744","https://openalex.org/W2118485338","https://openalex.org/W2141207024","https://openalex.org/W2168238416","https://openalex.org/W2170645116","https://openalex.org/W2482589566","https://openalex.org/W3140799942","https://openalex.org/W3142765463","https://openalex.org/W3145435162","https://openalex.org/W3149374277","https://openalex.org/W4213009331","https://openalex.org/W6668990524"],"related_works":["https://openalex.org/W4242908235","https://openalex.org/W1500546894","https://openalex.org/W2611067230","https://openalex.org/W4254711235","https://openalex.org/W2375626968","https://openalex.org/W2898017127","https://openalex.org/W4235144968","https://openalex.org/W4255094033","https://openalex.org/W2379759476","https://openalex.org/W4384377074"],"abstract_inverted_index":{"As":[0],"the":[1,4,12,20,46,49,59,64,70,78,91,100,106,112,115,120],"size":[2],"and":[3,38,62,98],"complexity":[5],"of":[6,28,48,54,72,80,114,128],"today's":[7],"HW":[8,34,130],"designs":[9],"increase":[10,63],"significantly,":[11],"debugging":[13,29,60,123],"process":[14],"becomes":[15],"a":[16,126],"real":[17],"bottleneck":[18],"in":[19,118],"function":[21],"verification":[22,122],"life":[23],"cycle.":[24],"A":[25],"huge":[26,96],"amount":[27],"data":[30,51],"is":[31,87],"generated":[32],"during":[33,105],"design":[35,81,107],"simulation,":[36],"emulation":[37],"prototyping":[39],"sessions.":[40],"So":[41],"any":[42],"attempt":[43],"to":[44,57,76,89],"automate":[45,77],"diagnosis":[47,65,79],"resulted":[50],"can":[52],"be":[53],"great":[55],"help":[56],"reduce":[58],"time":[61],"accuracy.":[66],"This":[67],"paper":[68],"proposes":[69],"utilization":[71],"machine":[73],"learning":[74],"techniques":[75],"trace":[82,92],"history.":[83],"k-means":[84],"clustering":[85],"technique":[86],"used":[88],"group":[90,127],"segments":[93],"that":[94,102],"own":[95],"similarity":[97],"identify":[99],"ones":[101],"occur":[103],"rarely":[104],"execution":[108],"time.":[109],"We":[110],"demonstrate":[111],"application":[113],"proposed":[116],"framework":[117],"guiding":[119],"functional":[121],"effort":[124],"using":[125],"industrial":[129],"designs.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
