{"id":"https://openalex.org/W2624449764","doi":"https://doi.org/10.1109/vlsi-dat.2017.7939657","title":"Detailed routing violation prediction during placement using machine learning","display_name":"Detailed routing violation prediction during placement using machine learning","publication_year":2017,"publication_date":"2017-04-01","ids":{"openalex":"https://openalex.org/W2624449764","doi":"https://doi.org/10.1109/vlsi-dat.2017.7939657","mag":"2624449764"},"language":"en","primary_location":{"id":"doi:10.1109/vlsi-dat.2017.7939657","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlsi-dat.2017.7939657","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Symposium on VLSI Design, Automation and Test (VLSI-DAT)","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/A5019127273","display_name":"Aysa Fakheri Tabrizi","orcid":"https://orcid.org/0000-0002-6742-8824"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Aysa Fakheri Tabrizi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Calgary, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013292154","display_name":"Nima Karimpour Darav","orcid":"https://orcid.org/0000-0003-2935-3558"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nima Karimpour Darav","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Calgary, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080296896","display_name":"Logan Rakai","orcid":"https://orcid.org/0000-0002-4634-2183"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Logan Rakai","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Calgary, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007026340","display_name":"Andrew Kennings","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Andrew Kennings","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080379451","display_name":"Laleh Behjat","orcid":"https://orcid.org/0000-0002-8122-0990"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Laleh Behjat","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Calgary, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5019127273"],"corresponding_institution_ids":["https://openalex.org/I168635309"],"apc_list":null,"apc_paid":null,"fwci":1.8635,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.86408219,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9948999881744385,"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"}},"topics":[{"id":"https://openalex.org/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9948999881744385,"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9944999814033508,"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/T11338","display_name":"Advancements in Photolithography Techniques","score":0.9898999929428101,"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/router","display_name":"Router","score":0.7585117816925049},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.7458474636077881},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6456212997436523},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5781078934669495},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5019717216491699},{"id":"https://openalex.org/keywords/placement","display_name":"Placement","score":0.4737178683280945},{"id":"https://openalex.org/keywords/static-routing","display_name":"Static routing","score":0.4476626217365265},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4277940094470978},{"id":"https://openalex.org/keywords/network-routing","display_name":"Network routing","score":0.42712342739105225},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.27313947677612305},{"id":"https://openalex.org/keywords/physical-design","display_name":"Physical design","score":0.2490573525428772},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.23102477192878723},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.17118579149246216},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.16654086112976074},{"id":"https://openalex.org/keywords/circuit-design","display_name":"Circuit design","score":0.112100750207901}],"concepts":[{"id":"https://openalex.org/C2775896111","wikidata":"https://www.wikidata.org/wiki/Q642560","display_name":"Router","level":2,"score":0.7585117816925049},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.7458474636077881},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6456212997436523},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5781078934669495},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5019717216491699},{"id":"https://openalex.org/C117690923","wikidata":"https://www.wikidata.org/wiki/Q1484784","display_name":"Placement","level":4,"score":0.4737178683280945},{"id":"https://openalex.org/C204948658","wikidata":"https://www.wikidata.org/wiki/Q1119410","display_name":"Static routing","level":4,"score":0.4476626217365265},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4277940094470978},{"id":"https://openalex.org/C2983435990","wikidata":"https://www.wikidata.org/wiki/Q22725","display_name":"Network routing","level":3,"score":0.42712342739105225},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27313947677612305},{"id":"https://openalex.org/C188817802","wikidata":"https://www.wikidata.org/wiki/Q13426855","display_name":"Physical design","level":3,"score":0.2490573525428772},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.23102477192878723},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.17118579149246216},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.16654086112976074},{"id":"https://openalex.org/C190560348","wikidata":"https://www.wikidata.org/wiki/Q3245116","display_name":"Circuit design","level":2,"score":0.112100750207901},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/vlsi-dat.2017.7939657","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlsi-dat.2017.7939657","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Symposium on VLSI Design, Automation and Test (VLSI-DAT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1929514068","https://openalex.org/W1969859981","https://openalex.org/W1976496997","https://openalex.org/W2096945460","https://openalex.org/W2118978333","https://openalex.org/W2135107501","https://openalex.org/W2161629461","https://openalex.org/W2336236367","https://openalex.org/W2546208707"],"related_works":["https://openalex.org/W2117492357","https://openalex.org/W2177095534","https://openalex.org/W2040311870","https://openalex.org/W4245571887","https://openalex.org/W2132489107","https://openalex.org/W2167711148","https://openalex.org/W1571681534","https://openalex.org/W1974474301","https://openalex.org/W1980984060","https://openalex.org/W2155675690"],"abstract_inverted_index":{"The":[0,34,102],"complexity":[1],"of":[2,12,63,98,126,145],"design":[3],"rules":[4,16,24],"at":[5],"22nm":[6],"and":[7,112],"below":[8],"precludes":[9],"direct":[10],"incorporation":[11],"detailed":[13,55,76,99,131],"routing":[14,45,56,77,100,132],"(DR)":[15],"into":[17,108],"a":[18,38,64,84,95,109,116],"placement":[19,27,110,120],"algorithm.":[20],"However,":[21],"ignoring":[22],"routability":[23,62],"during":[25,47,118],"the":[26,61,91,119,124,130,146],"process":[28,121],"may":[29],"result":[30],"in":[31,129,142,154],"infeasible":[32],"designs.":[33],"congestion":[35],"estimated":[36],"by":[37],"global":[39],"router":[40],"is":[41,140],"conventionally":[42],"used":[43,114],"for":[44],"estimation":[46],"placement,":[48],"but":[49],"it":[50],"does":[51],"not":[52],"include":[53],"real":[54],"violations,":[57],"which":[58],"adversely":[59],"affect":[60],"design.":[65],"Presently,":[66],"there":[67],"are":[68,94],"no":[69,155],"methods":[70],"that":[71,93,137],"directly":[72],"aim":[73],"to":[74,89,122],"predict":[75,90],"violations.":[78,101],"In":[79],"this":[80],"paper":[81],"we":[82],"propose":[83],"machine":[85],"learning":[86],"based":[87],"method":[88,104,139],"shorts":[92,127,147,153],"major":[96],"component":[97],"proposed":[103],"can":[105],"be":[106,113],"integrated":[107],"tool":[111],"as":[115],"guide":[117],"reduce":[123],"number":[125],"happening":[128],"stage.":[133],"Empirical":[134],"results":[135],"show":[136],"our":[138],"successful":[141],"predicting":[143,152],"88%":[144],"with":[148],"only":[149],"16%":[150],"incorrectly":[151],"short":[156],"violation":[157],"area.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
