{"id":"https://openalex.org/W4391402589","doi":"https://doi.org/10.1145/3643811","title":"D <sup>3</sup> PBO: <u>D</u> ynamic <u>D</u> omain <u>D</u> ecomposition-based <u>P</u> arallel <u>B</u> ayesian <u>O</u> ptimization for Large-scale Analog Circuit Sizing","display_name":"D <sup>3</sup> PBO: <u>D</u> ynamic <u>D</u> omain <u>D</u> ecomposition-based <u>P</u> arallel <u>B</u> ayesian <u>O</u> ptimization for Large-scale Analog Circuit Sizing","publication_year":2024,"publication_date":"2024-01-31","ids":{"openalex":"https://openalex.org/W4391402589","doi":"https://doi.org/10.1145/3643811"},"language":"en","primary_location":{"id":"doi:10.1145/3643811","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3643811","pdf_url":null,"source":{"id":"https://openalex.org/S105046310","display_name":"ACM Transactions on Design Automation of Electronic Systems","issn_l":"1084-4309","issn":["1084-4309","1557-7309"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Design Automation of Electronic Systems","raw_type":"journal-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/A5101567596","display_name":"Aidong Zhao","orcid":"https://orcid.org/0000-0003-3512-0320"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Aidong Zhao","raw_affiliation_strings":["State Key Laboratory of Integrated Chips and Systems, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-3512-0320","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Chips and Systems, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073013370","display_name":"Tianchen Gu","orcid":"https://orcid.org/0000-0002-9390-2761"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianchen Gu","raw_affiliation_strings":["State Key Laboratory of Integrated Chips and Systems, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-9390-2761","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Chips and Systems, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039204202","display_name":"Zhaori Bi","orcid":"https://orcid.org/0000-0002-7315-3150"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaori Bi","raw_affiliation_strings":["State Key Laboratory of Integrated Chips and Systems, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-7315-3150","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Chips and Systems, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045464812","display_name":"Fan Yang","orcid":"https://orcid.org/0000-0003-2164-8175"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Yang","raw_affiliation_strings":["State Key Laboratory of Integrated Chips and Systems, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-2164-8175","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Chips and Systems, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037328458","display_name":"Changhao Yan","orcid":"https://orcid.org/0000-0002-8936-3945"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changhao Yan","raw_affiliation_strings":["State Key Laboratory of Integrated Chips and Systems, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-8936-3945","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Chips and Systems, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064213921","display_name":"Xuan Zeng","orcid":"https://orcid.org/0000-0002-8097-4053"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuan Zeng","raw_affiliation_strings":["State Key Laboratory of Integrated Chips and Systems, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-8097-4053","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Chips and Systems, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017345451","display_name":"Zixiao Lin","orcid":"https://orcid.org/0009-0007-0451-338X"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zixiao Lin","raw_affiliation_strings":["Department of Electrical and Computer Engineering, UCSD, San Diego, USA"],"raw_orcid":"https://orcid.org/0009-0007-0451-338X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, UCSD, San Diego, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016591821","display_name":"Walter Hu","orcid":"https://orcid.org/0000-0002-6748-1916"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenchuang Hu","raw_affiliation_strings":["Precision Medicine Center, West China Hospital, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-6748-1916","affiliations":[{"raw_affiliation_string":"Precision Medicine Center, West China Hospital, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054960059","display_name":"Dian Zhou","orcid":"https://orcid.org/0000-0002-2648-5232"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]},{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Dian Zhou","raw_affiliation_strings":["State Key Laboratory of Integrated Chips and Systems, Fudan University, Shanghai, China and Department of Electrical Engineering, University of Texas at Dallas, Richardson, USA"],"raw_orcid":"https://orcid.org/0000-0002-2648-5232","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Chips and Systems, Fudan University, Shanghai, China and Department of Electrical Engineering, University of Texas at Dallas, Richardson, USA","institution_ids":["https://openalex.org/I162577319","https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5101567596"],"corresponding_institution_ids":["https://openalex.org/I24943067"],"apc_list":null,"apc_paid":null,"fwci":0.4006,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.57133895,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"29","issue":"3","first_page":"1","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9998999834060669,"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/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9998999834060669,"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.9998000264167786,"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":0.9997000098228455,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.48692452907562256},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3423033356666565},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.32938623428344727}],"concepts":[{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.48692452907562256},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3423033356666565},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.32938623428344727}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3643811","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3643811","pdf_url":null,"source":{"id":"https://openalex.org/S105046310","display_name":"ACM Transactions on Design Automation of Electronic Systems","issn_l":"1084-4309","issn":["1084-4309","1557-7309"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Design Automation of Electronic Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1452377411","display_name":null,"funder_award_id":"2020YFA0711900","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4123101038","display_name":null,"funder_award_id":"62141407, 62304052, 61974032, 61929102, 61674042, and 62090025","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4364189045","display_name":null,"funder_award_id":"62090025","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5071938314","display_name":null,"funder_award_id":"62141407","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6135847747","display_name":null,"funder_award_id":"62304052","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6197183902","display_name":null,"funder_award_id":"61929102","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6592732141","display_name":null,"funder_award_id":"2020YFA0711901","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7765356626","display_name":null,"funder_award_id":"2020YFA0711900, and 2020YFA0711901","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7938649858","display_name":null,"funder_award_id":"61974032","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8667381292","display_name":null,"funder_award_id":"61674042","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W70468054","https://openalex.org/W1481631336","https://openalex.org/W1595159159","https://openalex.org/W2000359198","https://openalex.org/W2028334174","https://openalex.org/W2051434435","https://openalex.org/W2054077951","https://openalex.org/W2059993298","https://openalex.org/W2064511214","https://openalex.org/W2093276802","https://openalex.org/W2099201756","https://openalex.org/W2106476087","https://openalex.org/W2113741278","https://openalex.org/W2133059825","https://openalex.org/W2138537392","https://openalex.org/W2146409231","https://openalex.org/W2154237706","https://openalex.org/W2155382668","https://openalex.org/W2170444246","https://openalex.org/W2192203593","https://openalex.org/W2560674852","https://openalex.org/W2591957553","https://openalex.org/W2736440494","https://openalex.org/W2742044854","https://openalex.org/W2769791151","https://openalex.org/W2783201493","https://openalex.org/W2998324702","https://openalex.org/W3092488979","https://openalex.org/W3203408580","https://openalex.org/W3212050490","https://openalex.org/W3216491306","https://openalex.org/W4210287482","https://openalex.org/W4211049957","https://openalex.org/W4247950230","https://openalex.org/W4294021789","https://openalex.org/W4299828299"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2935759653","https://openalex.org/W3105167352","https://openalex.org/W54078636","https://openalex.org/W2954470139","https://openalex.org/W1501425562","https://openalex.org/W2902782467","https://openalex.org/W3084825885","https://openalex.org/W2298861036"],"abstract_inverted_index":{"Bayesian":[0],"optimization":[1,7,167],"(BO)":[2],"is":[3,48,72,90,112,141],"an":[4],"efficient":[5,41],"global":[6],"method":[8,62,119,126],"for":[9,16,33,50,143],"expensive":[10],"black-box":[11],"functions,":[12],"but":[13],"the":[14,58,79,98,105,109,123,165],"expansion":[15],"high-dimensional":[17,51],"problems":[18,52],"and":[19,120],"large":[20],"sample":[21],"budgets":[22],"still":[23],"remains":[24],"a":[25,38,115,130],"severe":[26],"challenge.":[27],"In":[28],"order":[29],"to":[30,77,128,161,174,179],"extend":[31],"BO":[32,43,96],"large-scale":[34],"analog":[35],"circuit":[36,166],"synthesis,":[37],"novel":[39],"computationally":[40],"parallel":[42],"method,":[44],"D":[45,138,149,169],"3":[46,139,150,170],"PBO,":[47],"proposed":[49],"in":[53,84],"this":[54],"work.":[55],"We":[56],"introduce":[57],"dynamic":[59],"domain":[60,89,106,111],"decomposition":[61,107],"based":[63],"on":[64],"maximum":[65],"variance":[66],"between":[67],"clusters.":[68],"The":[69,87,134],"search":[70,125],"space":[71],"decomposed":[73],"into":[74],"subdomains":[75],"progressively":[76],"limit":[78],"maximal":[80],"number":[81],"of":[82,137],"observations":[83],"each":[85,144],"domain.":[86],"promising":[88],"explored":[91],"by":[92,122],"multi-trust":[93],"region-based":[94],"batch":[95],"with":[97,155,181],"local":[99,124],"Gaussian":[100],"process":[101],"(GP)":[102],"model.":[103],"As":[104],"progresses,":[108],"basin-shaped":[110],"identified":[113],"using":[114],"GP-assisted":[116],"quadratic":[117],"regression":[118],"exploited":[121],"BOBYQA":[127],"achieve":[129],"faster":[131],"convergence":[132],"rate.":[133],"time":[135],"complexity":[136],"PBO":[140,151,171],"constant":[142],"iteration.":[145],"Experiments":[146],"demonstrate":[147],"that":[148],"obtains":[152],"better":[153,182],"results":[154],"significantly":[156],"less":[157],"runtime":[158,176],"consumption":[159],"compared":[160,178],"state-of-the-art":[162],"methods.":[163],"For":[164],"experiments,":[168],"achieves":[172],"up":[173],"10\u00d7":[175],"speedup":[177],"TuRBO":[180],"solutions.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}