{"id":"https://openalex.org/W4409131814","doi":"https://doi.org/10.1109/hpec62836.2024.10938490","title":"BB-CVXOPT: Basic Block Execution Count Estimation and Extrapolation Using Constrained Convex Optimization","display_name":"BB-CVXOPT: Basic Block Execution Count Estimation and Extrapolation Using Constrained Convex Optimization","publication_year":2024,"publication_date":"2024-09-23","ids":{"openalex":"https://openalex.org/W4409131814","doi":"https://doi.org/10.1109/hpec62836.2024.10938490"},"language":"en","primary_location":{"id":"doi:10.1109/hpec62836.2024.10938490","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpec62836.2024.10938490","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE High Performance Extreme Computing Conference (HPEC)","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/A5082713869","display_name":"Youssef Aly","orcid":null},"institutions":[{"id":"https://openalex.org/I10052268","display_name":"New Mexico State University","ror":"https://ror.org/00hpz7z43","country_code":"US","type":"education","lineage":["https://openalex.org/I10052268"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Youssef Aly","raw_affiliation_strings":["Klipsch School of ECE, New Mexico State University,Las Cruces,NM,USA,80003"],"affiliations":[{"raw_affiliation_string":"Klipsch School of ECE, New Mexico State University,Las Cruces,NM,USA,80003","institution_ids":["https://openalex.org/I10052268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074965377","display_name":"Atanu Barai","orcid":"https://orcid.org/0000-0002-6879-4455"},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Atanu Barai","raw_affiliation_strings":["Los Alamos National Laboratory,Los Alamos,NM,USA,87545"],"affiliations":[{"raw_affiliation_string":"Los Alamos National Laboratory,Los Alamos,NM,USA,87545","institution_ids":["https://openalex.org/I1343871089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053809539","display_name":"Nandakishore Santhi","orcid":"https://orcid.org/0000-0002-4755-7821"},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nandakishore Santhi","raw_affiliation_strings":["Los Alamos National Laboratory,Los Alamos,NM,USA,87545"],"affiliations":[{"raw_affiliation_string":"Los Alamos National Laboratory,Los Alamos,NM,USA,87545","institution_ids":["https://openalex.org/I1343871089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087778749","display_name":"Abdel\u2010Hameed A. Badawy","orcid":"https://orcid.org/0000-0001-8027-1449"},"institutions":[{"id":"https://openalex.org/I10052268","display_name":"New Mexico State University","ror":"https://ror.org/00hpz7z43","country_code":"US","type":"education","lineage":["https://openalex.org/I10052268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abdel-Hameed A. Badawy","raw_affiliation_strings":["Klipsch School of ECE, New Mexico State University,Las Cruces,NM,USA,80003"],"affiliations":[{"raw_affiliation_string":"Klipsch School of ECE, New Mexico State University,Las Cruces,NM,USA,80003","institution_ids":["https://openalex.org/I10052268"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5082713869"],"corresponding_institution_ids":["https://openalex.org/I10052268"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33096041,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9933000206947327,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9933000206947327,"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9891999959945679,"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/T10933","display_name":"Real-Time Systems Scheduling","score":0.9768999814987183,"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/extrapolation","display_name":"Extrapolation","score":0.836565375328064},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.5778313279151917},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.5766413807868958},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5439025163650513},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.44180119037628174},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.43419772386550903},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3241152763366699},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28302258253097534},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.11980131268501282},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10843119025230408},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.08263033628463745}],"concepts":[{"id":"https://openalex.org/C132459708","wikidata":"https://www.wikidata.org/wiki/Q744069","display_name":"Extrapolation","level":2,"score":0.836565375328064},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.5778313279151917},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5766413807868958},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5439025163650513},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.44180119037628174},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.43419772386550903},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3241152763366699},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28302258253097534},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.11980131268501282},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10843119025230408},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.08263033628463745}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpec62836.2024.10938490","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpec62836.2024.10938490","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE High Performance Extreme Computing Conference (HPEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1187712878","https://openalex.org/W2144591434","https://openalex.org/W2562864702","https://openalex.org/W3154492603","https://openalex.org/W3158362295","https://openalex.org/W3210604792","https://openalex.org/W4250589301","https://openalex.org/W4288076154","https://openalex.org/W4394586828","https://openalex.org/W6696497002","https://openalex.org/W6753910507"],"related_works":["https://openalex.org/W1968270095","https://openalex.org/W4296478327","https://openalex.org/W1960072520","https://openalex.org/W2042397106","https://openalex.org/W4361730764","https://openalex.org/W1965029248","https://openalex.org/W2220129715","https://openalex.org/W2387596242","https://openalex.org/W2333625343","https://openalex.org/W2074627651"],"abstract_inverted_index":{"Program":[0],"execution":[1,12,77,88],"time":[2],"often":[3],"scales":[4],"with":[5],"input":[6,71],"size,":[7],"making":[8],"performance":[9,48],"prediction":[10],"without":[11],"valuable":[13],"if":[14],"the":[15,37,109,113,123],"model":[16],"is":[17,95],"efficient":[18],"and":[19,57,104,115],"scalable.":[20],"While":[21],"machine":[22],"learning":[23],"has":[24],"been":[25],"used":[26],"for":[27,66,90,108,120],"such":[28],"predictions,":[29],"we":[30],"propose":[31],"using":[32,58],"Constrained":[33],"Convex":[34],"Optimization":[35],"at":[36],"finer":[38],"Basic":[39],"Block":[40],"(BB)":[41],"level.":[42],"Our":[43],"BB-CVXOPT":[44,94],"system":[45],"models":[46],"program":[47,54],"by":[49,86],"breaking":[50],"down":[51],"a":[52,59,91,116],"target":[53],"into":[55],"BBs":[56],"numerical":[60],"solver":[61],"to":[62],"generate":[63],"polynomial":[64],"equations":[65,74],"each":[67],"BB,":[68],"based":[69],"on":[70],"size.":[72],"These":[73],"predict":[75],"BB":[76,87],"counts,":[78],"which":[79],"can":[80],"then":[81],"estimate":[82],"runtime":[83],"when":[84],"multiplied":[85],"times":[89],"given":[92],"system.":[93],"architecture-independent,":[96],"achieving":[97],"error":[98],"rates":[99],"as":[100,102],"low":[101],"1.39e-16":[103],"MAPE":[105,117],"below":[106],"1.0e-07":[107],"largest":[110],"30%":[111],"of":[112,118,122],"dataset,":[114],"1.30e-03":[119],"65%":[121],"dataset.":[124]},"counts_by_year":[],"updated_date":"2026-03-04T07:04:00.330322","created_date":"2025-10-10T00:00:00"}