{"id":"https://openalex.org/W4384009458","doi":"https://doi.org/10.1109/ets56758.2023.10174123","title":"Learn to Tune: Robust Performance Tuning in Post-Silicon Validation","display_name":"Learn to Tune: Robust Performance Tuning in Post-Silicon Validation","publication_year":2023,"publication_date":"2023-05-22","ids":{"openalex":"https://openalex.org/W4384009458","doi":"https://doi.org/10.1109/ets56758.2023.10174123"},"language":"en","primary_location":{"id":"doi:10.1109/ets56758.2023.10174123","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ets56758.2023.10174123","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE European Test Symposium (ETS)","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/A5032088471","display_name":"Peter Domanski","orcid":"https://orcid.org/0000-0001-5283-2712"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Peter Domanski","raw_affiliation_strings":["University of Stuttgart,Institute for Parallel and Distributed Systems,Stuttgart,Germany","Institute for Parallel and Distributed Systems, University of Stuttgart, Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"University of Stuttgart,Institute for Parallel and Distributed Systems,Stuttgart,Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"Institute for Parallel and Distributed Systems, University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041326099","display_name":"Dirk Pfl\u00fcger","orcid":"https://orcid.org/0000-0002-4360-0212"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dirk Pfl\u00fcger","raw_affiliation_strings":["University of Stuttgart,Institute for Parallel and Distributed Systems,Stuttgart,Germany","Institute for Parallel and Distributed Systems, University of Stuttgart, Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"University of Stuttgart,Institute for Parallel and Distributed Systems,Stuttgart,Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"Institute for Parallel and Distributed Systems, University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023114320","display_name":"Rapha\u00ebl Latty","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rapha\u00ebl Latty","raw_affiliation_strings":["Applied Research and Venture Team,Advantest Europe GmbH,B&#x00F6;blingen,Germany"],"affiliations":[{"raw_affiliation_string":"Applied Research and Venture Team,Advantest Europe GmbH,B&#x00F6;blingen,Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032088471"],"corresponding_institution_ids":["https://openalex.org/I100066346"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08479899,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9997000098228455,"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":0.9997000098228455,"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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9987000226974487,"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"}},{"id":"https://openalex.org/T11338","display_name":"Advancements in Photolithography Techniques","score":0.9970999956130981,"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/computer-science","display_name":"Computer science","score":0.7814249396324158},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.7486457824707031},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5683495998382568},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.5657758116722107},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4539383351802826},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.4186423718929291},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32124704122543335},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.13369762897491455},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.08999857306480408}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7814249396324158},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.7486457824707031},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5683495998382568},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.5657758116722107},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4539383351802826},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.4186423718929291},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32124704122543335},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.13369762897491455},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.08999857306480408},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ets56758.2023.10174123","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ets56758.2023.10174123","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE European Test Symposium (ETS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5099999904632568,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2024436253","https://openalex.org/W2137983211","https://openalex.org/W2338548332","https://openalex.org/W2607264901","https://openalex.org/W2624086852","https://openalex.org/W2736601468","https://openalex.org/W2775085189","https://openalex.org/W2951634833","https://openalex.org/W2963775850","https://openalex.org/W2987087830","https://openalex.org/W3132256512","https://openalex.org/W3137965023","https://openalex.org/W3171216778","https://openalex.org/W4214717370","https://openalex.org/W4226036075","https://openalex.org/W4229885360","https://openalex.org/W6714477741","https://openalex.org/W6717367658","https://openalex.org/W6735618850","https://openalex.org/W6739653404","https://openalex.org/W6741002519","https://openalex.org/W6790885509","https://openalex.org/W6792219651"],"related_works":["https://openalex.org/W1657880117","https://openalex.org/W2595172197","https://openalex.org/W2127970246","https://openalex.org/W2084856301","https://openalex.org/W1001352512","https://openalex.org/W4382618745","https://openalex.org/W2885125400","https://openalex.org/W1989889224","https://openalex.org/W1987128138","https://openalex.org/W3176222663"],"abstract_inverted_index":{"Post-silicon":[0],"validation":[1,35],"is":[2,36,44],"a":[3,58,121],"crucial":[4],"yet":[5],"challenging":[6],"problem":[7],"primarily":[8],"due":[9],"to":[10,46,68,78,103,128],"the":[11,15,25,29,126],"increasing":[12],"complexity":[13,30],"of":[14,31,49,125],"semi-conductor":[16],"value":[17],"chain.":[18],"Existing":[19],"techniques":[20],"cannot":[21],"keep":[22],"up":[23],"with":[24],"rapid":[26],"increase":[27],"in":[28,110],"designs.":[32],"Therefore,":[33],"post-silicon":[34,111],"becoming":[37],"an":[38],"expensive":[39],"bottleneck.":[40],"Robust":[41],"performance":[42],"tuning":[43,75,85,127,130],"relevant":[45],"compensate":[47],"impacts":[48],"process":[50],"variations":[51],"and":[52,66,91,105],"non-ideal":[53],"design":[54],"implementations.":[55],"We":[56],"propose":[57],"novel":[59],"approach":[60],"based":[61],"on":[62,94],"Deep":[63],"Reinforcement":[64],"Learning":[65],"Learn":[67,102],"Optimize.":[69],"The":[70],"method":[71],"automatically":[72],"learns":[73],"flexible":[74],"strategies":[76],"tailored":[77],"specific":[79],"circuits.":[80],"Additionally,":[81],"it":[82],"addresses":[83],"high-dimensional":[84],"tasks,":[86],"including":[87],"mixed":[88],"data":[89],"types":[90],"dependencies,":[92],"e.g.,":[93,113],"operating":[95],"conditions.":[96],"In":[97],"this":[98],"work,":[99],"we":[100],"introduce":[101],"Tune":[104],"demonstrate":[106],"its":[107],"appealing":[108],"properties":[109],"validation,":[112],"lower":[114],"computational":[115],"cost":[116],"or":[117],"faster":[118],"time-to-optimize,":[119],"allowing":[120],"more":[122],"efficient":[123],"adaption":[124],"changing":[129],"conditions":[131],"than":[132],"classical":[133],"methods.":[134]},"counts_by_year":[],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}
