{"id":"https://openalex.org/W2047293284","doi":"https://doi.org/10.1145/2616498.2616555","title":"Statistical Performance Analysis for Scientific Applications","display_name":"Statistical Performance Analysis for Scientific Applications","publication_year":2014,"publication_date":"2014-07-11","ids":{"openalex":"https://openalex.org/W2047293284","doi":"https://doi.org/10.1145/2616498.2616555","mag":"2047293284"},"language":"en","primary_location":{"id":"doi:10.1145/2616498.2616555","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2616498.2616555","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 Annual Conference on Extreme Science and Engineering Discovery Environment","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/A5070569867","display_name":"Fei Xing","orcid":"https://orcid.org/0000-0002-8468-634X"},"institutions":[{"id":"https://openalex.org/I66531908","display_name":"Mathematica Policy Research","ror":"https://ror.org/02403vr89","country_code":"US","type":"facility","lineage":["https://openalex.org/I66531908"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Fei Xing","raw_affiliation_strings":["Mathematica Policy Research, Washington, DC 22304","Mathematica Policy Research, Washington, DC 22304#TAB#"],"affiliations":[{"raw_affiliation_string":"Mathematica Policy Research, Washington, DC 22304","institution_ids":["https://openalex.org/I66531908"]},{"raw_affiliation_string":"Mathematica Policy Research, Washington, DC 22304#TAB#","institution_ids":["https://openalex.org/I66531908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017918038","display_name":"Haihang You","orcid":"https://orcid.org/0009-0005-9031-9430"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haihang You","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy of Sciences, China","Institute of Computing Technology, Chinese Academy of Sciences, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences, China#TAB#","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100882715","display_name":"Charng\u2010Da Lu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Charng-Da Lu","raw_affiliation_strings":["wayStorm, Inc, Taiwan"],"affiliations":[{"raw_affiliation_string":"wayStorm, Inc, Taiwan","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070569867"],"corresponding_institution_ids":["https://openalex.org/I66531908"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10945538,"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":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9987000226974487,"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":0.9987000226974487,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.987500011920929,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8306583762168884},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.7174557447433472},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.677518367767334},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.6755296587944031},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5996204614639282},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5871425271034241},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.5392076373100281},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.48447656631469727},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4784829020500183},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4668971002101898},{"id":"https://openalex.org/keywords/voronoi-diagram","display_name":"Voronoi diagram","score":0.42601120471954346},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.41844046115875244},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33859914541244507},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2880863547325134},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.14843988418579102}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8306583762168884},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7174557447433472},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.677518367767334},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.6755296587944031},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5996204614639282},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5871425271034241},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.5392076373100281},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.48447656631469727},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4784829020500183},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4668971002101898},{"id":"https://openalex.org/C24881265","wikidata":"https://www.wikidata.org/wiki/Q757267","display_name":"Voronoi diagram","level":2,"score":0.42601120471954346},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.41844046115875244},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33859914541244507},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2880863547325134},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.14843988418579102},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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:10.1145/2616498.2616555","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2616498.2616555","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 Annual Conference on Extreme Science and Engineering Discovery Environment","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W115766323","https://openalex.org/W1486150077","https://openalex.org/W1557692423","https://openalex.org/W1853119737","https://openalex.org/W1965351873","https://openalex.org/W2052606569","https://openalex.org/W2099911225","https://openalex.org/W2103006842","https://openalex.org/W2112440119","https://openalex.org/W2120352915","https://openalex.org/W2121082877","https://openalex.org/W2150075942","https://openalex.org/W2158714315","https://openalex.org/W2165384099","https://openalex.org/W2167481706","https://openalex.org/W2167613218","https://openalex.org/W2548744442","https://openalex.org/W4300337599"],"related_works":["https://openalex.org/W3020555194","https://openalex.org/W2793256277","https://openalex.org/W4360958759","https://openalex.org/W2348235448","https://openalex.org/W2116218375","https://openalex.org/W2389906634","https://openalex.org/W176898926","https://openalex.org/W288156810","https://openalex.org/W1562406979","https://openalex.org/W4313598821"],"abstract_inverted_index":{"As":[0,123],"high-performance":[1],"computing":[2],"(HPC)":[3],"heads":[4],"towards":[5],"the":[6,78,96,108,133,141],"exascale":[7],"era,":[8],"application":[9],"performance":[10,34,80,91,142],"analysis":[11,92,109],"becomes":[12,38],"more":[13,144],"complex":[14],"and":[15,24,46,63,82,102,111],"less":[16],"tractable.":[17],"It":[18],"usually":[19],"requires":[20],"considerable":[21],"training,":[22],"experience,":[23],"a":[25,39,50,73,90,119,124],"good":[26],"working":[27],"knowledge":[28],"of":[29,98,115],"hardware/software":[30],"interaction":[31],"to":[32,76,131,139],"use":[33,128],"tools":[35],"effectively,":[36],"which":[37],"barrier":[40],"for":[41],"domain":[42],"scientists.":[43],"Moreover,":[44],"instrumentation":[45],"profiling":[47],"activities":[48],"from":[49],"large":[51],"run":[52],"can":[53],"easily":[54,84],"generate":[55],"gigantic":[56],"data":[57,61],"volume,":[58],"making":[59],"both":[60],"management":[62],"characterization":[64],"another":[65],"challenge.":[66],"To":[67],"cope":[68],"with":[69],"these,":[70],"we":[71,127],"develop":[72],"statistical":[74],"method":[75],"extract":[77],"principal":[79],"features":[81],"produce":[83],"interpretable":[85],"results.":[86],"This":[87],"paper":[88],"introduces":[89],"methodology":[93],"based":[94],"on":[95,118],"combination":[97],"Variable":[99],"Clustering":[100],"(VarCluster)":[101],"Principal":[103],"Component":[104],"Analysis":[105],"(PCA),":[106],"describes":[107],"process,":[110],"gives":[112],"experimental":[113],"results":[114,135],"scientific":[116],"applications":[117],"Cray":[120],"XT5":[121],"system.":[122],"visualization":[125],"aid,":[126],"Voronoi":[129],"tessellations":[130],"map":[132],"numerical":[134],"into":[136],"graphical":[137],"forms":[138],"convey":[140],"information":[143],"clearly.":[145]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
