{"id":"https://openalex.org/W3148583970","doi":"https://doi.org/10.1109/sc.2008.5222642","title":"Capturing performance knowledge for automated analysis","display_name":"Capturing performance knowledge for automated analysis","publication_year":2008,"publication_date":"2008-11-01","ids":{"openalex":"https://openalex.org/W3148583970","doi":"https://doi.org/10.1109/sc.2008.5222642","mag":"3148583970"},"language":"en","primary_location":{"id":"doi:10.1109/sc.2008.5222642","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sc.2008.5222642","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 SC - International Conference for High Performance Computing, Networking, Storage and Analysis","raw_type":"proceedings-article"},"type":"conference-paper","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/A5104385228","display_name":"Kevin Huck","orcid":"https://orcid.org/0000-0001-7064-8417"},"institutions":[{"id":"https://openalex.org/I181233156","display_name":"University of Oregon","ror":"https://ror.org/0293rh119","country_code":"US","type":"education","lineage":["https://openalex.org/I181233156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K.A. Huck","raw_affiliation_strings":["Computer and Information Science Department, University of Oregon Eugene, Eugene, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Information Science Department, University of Oregon Eugene, Eugene, USA","institution_ids":["https://openalex.org/I181233156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071822072","display_name":"\u00d3scar Hern\u00e1ndez","orcid":"https://orcid.org/0000-0002-5380-6951"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"O. Hernandez","raw_affiliation_strings":["Department of Computer Science, University of Houston Houston, Houston, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Houston Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090793698","display_name":"Vinh Bui","orcid":"https://orcid.org/0000-0002-8962-157X"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"V. Bui","raw_affiliation_strings":["Department of Computer Science, University of Houston Houston, Houston, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Houston Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009614578","display_name":"Sunita Chandrasekaran","orcid":"https://orcid.org/0000-0002-3560-9428"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"S. Chandrasekaran","raw_affiliation_strings":["Centre for High Performance Embedded Systems, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for High Performance Embedded Systems, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053733660","display_name":"Barbara Chapman","orcid":"https://orcid.org/0000-0001-8449-8579"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"B. Chapman","raw_affiliation_strings":["Department of Computer Science, University of Houston Houston, Houston, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Houston Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029524538","display_name":"Allen D. Malony","orcid":"https://orcid.org/0000-0002-9598-7201"},"institutions":[{"id":"https://openalex.org/I181233156","display_name":"University of Oregon","ror":"https://ror.org/0293rh119","country_code":"US","type":"education","lineage":["https://openalex.org/I181233156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A.D. Malony","raw_affiliation_strings":["Computer and Information Science Department, University of Oregon Eugene, Eugene, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Information Science Department, University of Oregon Eugene, Eugene, USA","institution_ids":["https://openalex.org/I181233156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042596655","display_name":"Lois Curfman McInnes","orcid":"https://orcid.org/0000-0002-6381-4736"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"L.C. McInnes","raw_affiliation_strings":["Mathematics and Computer Science Division, Argonne National Laboratory, Argonne, IL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematics and Computer Science Division, Argonne National Laboratory, Argonne, IL","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079346036","display_name":"Boyana Norris","orcid":"https://orcid.org/0000-0001-5811-9731"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"B. Norris","raw_affiliation_strings":["Mathematics and Computer Science Division, Argonne National Laboratory, Argonne, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematics and Computer Science Division, Argonne National Laboratory, Argonne, IL, USA","institution_ids":["https://openalex.org/I1282105669"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","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"}},"topics":[{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9994999766349792,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.8645855188369751},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.6835168600082397},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.6129524111747742},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.6112974286079407},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5838557481765747},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5158764123916626},{"id":"https://openalex.org/keywords/code-generation","display_name":"Code generation","score":0.49110960960388184},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4662455916404724},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.45953819155693054},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.45276227593421936},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.42061400413513184},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.34652596712112427},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1803375780582428}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8645855188369751},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.6835168600082397},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.6129524111747742},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.6112974286079407},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5838557481765747},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5158764123916626},{"id":"https://openalex.org/C133162039","wikidata":"https://www.wikidata.org/wiki/Q1061077","display_name":"Code generation","level":3,"score":0.49110960960388184},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4662455916404724},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.45953819155693054},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.45276227593421936},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.42061400413513184},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.34652596712112427},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1803375780582428},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sc.2008.5222642","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sc.2008.5222642","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 SC - International Conference for High Performance Computing, Networking, Storage and Analysis","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309549","display_name":"University of Houston","ror":"https://ror.org/040vwpm13"},{"id":"https://openalex.org/F4320312726","display_name":"University of Oregon","ror":"https://ror.org/0293rh119"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320338284","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W22005222","https://openalex.org/W49264643","https://openalex.org/W104203024","https://openalex.org/W192863339","https://openalex.org/W1513519693","https://openalex.org/W1554420306","https://openalex.org/W1555873941","https://openalex.org/W1748643750","https://openalex.org/W1976802268","https://openalex.org/W2014117942","https://openalex.org/W2017998499","https://openalex.org/W2032681711","https://openalex.org/W2032810145","https://openalex.org/W2081597309","https://openalex.org/W2099845707","https://openalex.org/W2106882534","https://openalex.org/W2108498220","https://openalex.org/W2118880662","https://openalex.org/W2119158249","https://openalex.org/W2136434791","https://openalex.org/W2147447019","https://openalex.org/W2171274268","https://openalex.org/W3214207949","https://openalex.org/W4230123256","https://openalex.org/W4237625857","https://openalex.org/W4238734921","https://openalex.org/W4251798485","https://openalex.org/W4253417586","https://openalex.org/W6600878885","https://openalex.org/W6601988024","https://openalex.org/W6607825927","https://openalex.org/W6630810166","https://openalex.org/W6633225132","https://openalex.org/W6633407932","https://openalex.org/W6670912680","https://openalex.org/W6677078847","https://openalex.org/W6684928035","https://openalex.org/W6804192731"],"related_works":["https://openalex.org/W650988184","https://openalex.org/W2162410319","https://openalex.org/W2137356287","https://openalex.org/W4392500255","https://openalex.org/W4321184925","https://openalex.org/W2255990315","https://openalex.org/W60915090","https://openalex.org/W2025840053","https://openalex.org/W2161692994","https://openalex.org/W3122369893"],"abstract_inverted_index":{"Automating":[0],"the":[1,50,53,60,81,134],"process":[2],"of":[3,35,52,67,80],"parallel":[4],"performance":[5,55,71,82,100,137],"experimentation,":[6],"analysis,":[7],"and":[8,19,29,40,45,73,77,98,106,121,142],"problem":[9],"diagnosis":[10],"can":[11],"enhance":[12],"environments":[13],"for":[14,42,70,103],"performance-directed":[15],"application":[16],"development,":[17],"compilation,":[18],"execution.":[20],"This":[21,47],"is":[22],"especially":[23],"true":[24],"when":[25],"parametric":[26,125],"studies,":[27],"modeling,":[28],"optimization":[30,104,145],"strategies":[31,105],"require":[32],"large":[33],"amounts":[34],"data":[36,56,83],"to":[37,96],"be":[38],"collected":[39],"processed":[41],"knowledge":[43,138],"synthesis":[44],"reuse.":[46],"paper":[48,131],"describes":[49],"integration":[51,135],"PerfExplorer":[54,74,90],"mining":[57],"framework":[58],"with":[59,117],"OpenUH":[61,64],"compiler":[62,144],"infrastructure.":[63],"provides":[65,75],"auto-instrumentation":[66],"source":[68],"code":[69,123],"experimentation":[72],"automated":[76],"reusable":[78],"analysis":[79],"through":[84],"a":[85],"scripting":[86],"interface.":[87],"More":[88],"importantly,":[89],"inference":[91],"rules":[92],"have":[93],"been":[94],"developed":[95],"recognize":[97],"diagnose":[99],"characteristics":[101],"important":[102],"modeling.":[107,129],"Three":[108],"case":[109],"studies":[110],"are":[111],"presented":[112],"which":[113],"show":[114],"our":[115],"success":[116],"automation":[118],"in":[119,146],"OpenMP":[120],"MPI":[122],"tuning,":[124],"characterization,":[126],"Pand":[127],"power":[128],"The":[130],"discusses":[132],"how":[133],"supports":[136],"engineering":[139],"across":[140],"applications":[141],"feedback-based":[143],"general.":[147]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}