{"id":"https://openalex.org/W2127101818","doi":"https://doi.org/10.1177/109434200001400403","title":"Application Representations for Multiparadigm Performance Modeling of Large-Scale Parallel Scientific Codes","display_name":"Application Representations for Multiparadigm Performance Modeling of Large-Scale Parallel Scientific Codes","publication_year":2000,"publication_date":"2000-11-01","ids":{"openalex":"https://openalex.org/W2127101818","doi":"https://doi.org/10.1177/109434200001400403","mag":"2127101818"},"language":"en","primary_location":{"id":"doi:10.1177/109434200001400403","is_oa":false,"landing_page_url":"https://doi.org/10.1177/109434200001400403","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"1094-3420","issn":["1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","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/A5059017058","display_name":"Vikram Adve","orcid":"https://orcid.org/0000-0002-0760-9690"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vikram Adve","raw_affiliation_strings":["Department of Computer Science, University of Illinois at\r                        Urbana-Champaign, Urbana, Illinois"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois at\r                        Urbana-Champaign, Urbana, Illinois","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079821707","display_name":"Rizos Sakellariou","orcid":"https://orcid.org/0000-0002-6104-6649"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rizos Sakellariou","raw_affiliation_strings":["Department of Computer Science, University of Manchester, United Kingdom","Department of Computer Science, University of Manchester, United Kingdom#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"Department of Computer Science, University of Manchester, United Kingdom#TAB#","institution_ids":["https://openalex.org/I28407311"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059017058"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":5.474,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.9588764,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"14","issue":"4","first_page":"304","last_page":"316"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.928561270236969},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.8075813055038452},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6489652991294861},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5412222146987915},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5356763005256653},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5321452021598816},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5215818285942078},{"id":"https://openalex.org/keywords/optimizing-compiler","display_name":"Optimizing compiler","score":0.44141340255737305},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3996679484844208},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37388789653778076},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.33905720710754395}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.928561270236969},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.8075813055038452},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6489652991294861},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5412222146987915},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5356763005256653},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5321452021598816},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5215818285942078},{"id":"https://openalex.org/C190902152","wikidata":"https://www.wikidata.org/wiki/Q1325106","display_name":"Optimizing compiler","level":3,"score":0.44141340255737305},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3996679484844208},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37388789653778076},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.33905720710754395},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1177/109434200001400403","is_oa":false,"landing_page_url":"https://doi.org/10.1177/109434200001400403","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"1094-3420","issn":["1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.19.9989","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.19.9989","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.uiuc.edu/~vadve/Papers/applrepr.ijhpca00.ps","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.36.1259","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.36.1259","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www-sal.cs.uiuc.edu/~vadve/Papers/applrepr.ijhpca00.ps","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.51.540","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.51.540","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.rice.edu/~adve/Papers/ijhsa.nasaspissue.ps.gz","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310133","display_name":"Rice University","ror":"https://ror.org/008zs3103"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320332222","display_name":"University of Illinois at Urbana-Champaign","ror":"https://ror.org/047426m28"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1482235977","https://openalex.org/W1533085398","https://openalex.org/W1585384580","https://openalex.org/W1998857607","https://openalex.org/W2018352428","https://openalex.org/W2018881780","https://openalex.org/W2019307327","https://openalex.org/W2036261884","https://openalex.org/W2038774992","https://openalex.org/W2084606150","https://openalex.org/W2095396419","https://openalex.org/W2101007051","https://openalex.org/W2101805555","https://openalex.org/W2104617084","https://openalex.org/W2118735733","https://openalex.org/W2129094586","https://openalex.org/W2131429548","https://openalex.org/W2135490589","https://openalex.org/W2136463473","https://openalex.org/W2141342364","https://openalex.org/W2154938675","https://openalex.org/W2157108859","https://openalex.org/W4256701974","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1601646354","https://openalex.org/W1541585229","https://openalex.org/W2546696010","https://openalex.org/W1853049011","https://openalex.org/W2479014312","https://openalex.org/W1992741870","https://openalex.org/W1583465708","https://openalex.org/W1606851719","https://openalex.org/W1497385637","https://openalex.org/W2192862863"],"abstract_inverted_index":{"Effective":[0],"performance":[1,101],"prediction":[2],"for":[3,24,76],"large":[4],"parallel":[5,35],"applications":[6],"on":[7,123,170],"very":[8],"large-scale":[9],"systems":[10,171],"requires":[11],"a":[12,33,42,54,124,160],"comprehensive":[13,43],"modeling":[14,58],"approach":[15,163],"that":[16,137,164],"combines":[17],"analytical":[18],"models,":[19,21],"simulation":[20,162,185],"and":[22,27,84,91,115,128,147],"measurement":[23],"different":[25],"application":[26],"system":[28],"components.":[29],"This":[30,152],"paper":[31],"presents":[32],"common":[34],"program":[36],"representation,":[37],"designed":[38],"to":[39,72,87,98,105,110,141,148,156,175],"support":[40,53],"such":[41],"approach,":[44],"with":[45,182],"four":[46],"design":[47],"goals:":[48],"(1)":[49],"the":[50,74,100,106,111,157],"representation":[51,118,153],"must":[52,62,81],"wide":[55],"range":[56],"of":[57,103,126,159],"techniques;":[59],"(2)":[60],"it":[61,80,93,139],"be":[63,82,95],"automatically":[64],"computable":[65],"using":[66],"parallelizing":[67],"compiler":[68,135],"technology,":[69],"in":[70],"order":[71],"minimize":[73],"need":[75],"user":[77],"intervention;":[78],"(3)":[79],"efficient":[83],"scalable":[85],"enough":[86,97],"model":[88],"teraflop-scale":[89],"applications;":[90],"(4)":[92],"should":[94],"flexible":[96],"capture":[99],"impact":[102],"changes":[104,109],"application,":[107],"including":[108],"parallelization":[112],"strategy,":[113],"communication,":[114],"scheduling.":[116],"The":[117],"we":[119],"present":[120],"is":[121],"based":[122],"combination":[125],"static":[127,145],"dynamic":[129,150],"task":[130],"graphs.":[131,151],"It":[132],"exploits":[133],"recent":[134],"advances":[136],"make":[138],"possible":[140,181],"use":[142],"concise,":[143],"symbolic":[144],"graphs":[146],"instantiate":[149],"has":[154],"led":[155],"development":[158],"compiler-supported":[161],"can":[165],"simulate":[166],"regular,":[167],"message-passing":[168],"programs":[169],"or":[172],"problems":[173],"10":[174],"100":[176],"times":[177],"larger":[178],"than":[179],"was":[180],"previous":[183],"state-of-the-art":[184],"techniques.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}