{"id":"https://openalex.org/W2152503947","doi":"https://doi.org/10.1109/ipdps.2008.4536189","title":"Model-guided performance tuning of parameter values: A case study with molecular dynamics visualization","display_name":"Model-guided performance tuning of parameter values: A case study with molecular dynamics visualization","publication_year":2008,"publication_date":"2008-04-01","ids":{"openalex":"https://openalex.org/W2152503947","doi":"https://doi.org/10.1109/ipdps.2008.4536189","mag":"2152503947"},"language":"en","primary_location":{"id":"doi:10.1109/ipdps.2008.4536189","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipdps.2008.4536189","pdf_url":null,"source":{"id":"https://openalex.org/S4210174069","display_name":"Proceedings - IEEE International Parallel and Distributed Processing Symposium","issn_l":"1530-2075","issn":["1530-2075"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Symposium on Parallel and Distributed Processing","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/A5023453580","display_name":"Yoonju Lee Nelson","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yoonju Lee Nelson","raw_affiliation_strings":["USC Information Sciences Institute, Marina del Rey, CA, USA"],"affiliations":[{"raw_affiliation_string":"USC Information Sciences Institute, Marina del Rey, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088109599","display_name":"Bhupesh Bansal","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bhupesh Bansal","raw_affiliation_strings":["University of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030152493","display_name":"Mary Hall","orcid":"https://orcid.org/0000-0002-3058-7573"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mary Hall","raw_affiliation_strings":["USC Information Sciences Institute, Marina del Rey, CA, USA"],"affiliations":[{"raw_affiliation_string":"USC Information Sciences Institute, Marina del Rey, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087579275","display_name":"Aiichiro Nakano","orcid":"https://orcid.org/0000-0003-3228-3896"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aiichiro Nakano","raw_affiliation_strings":["University of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049634383","display_name":"Kristina Lerman","orcid":"https://orcid.org/0000-0002-5071-0575"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kristina Lerman","raw_affiliation_strings":["USC Information Sciences Institute, Marina del Rey, CA, USA"],"affiliations":[{"raw_affiliation_string":"USC Information Sciences Institute, Marina del Rey, CA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5023453580"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0998,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.82063561,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9991000294685364,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.7818487882614136},{"id":"https://openalex.org/keywords/parameter-space","display_name":"Parameter space","score":0.752819299697876},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.695826530456543},{"id":"https://openalex.org/keywords/programmer","display_name":"Programmer","score":0.6425470113754272},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.620965301990509},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.6011822819709778},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5254687070846558},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.49270275235176086},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4734753370285034},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4727937877178192},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32310765981674194},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32163727283477783},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13234886527061462},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09051510691642761},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08112871646881104}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7818487882614136},{"id":"https://openalex.org/C73586568","wikidata":"https://www.wikidata.org/wiki/Q2600211","display_name":"Parameter space","level":2,"score":0.752819299697876},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.695826530456543},{"id":"https://openalex.org/C2778514511","wikidata":"https://www.wikidata.org/wiki/Q1374194","display_name":"Programmer","level":2,"score":0.6425470113754272},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.620965301990509},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.6011822819709778},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5254687070846558},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.49270275235176086},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4734753370285034},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4727937877178192},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32310765981674194},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32163727283477783},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13234886527061462},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09051510691642761},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08112871646881104},{"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/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ipdps.2008.4536189","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipdps.2008.4536189","pdf_url":null,"source":{"id":"https://openalex.org/S4210174069","display_name":"Proceedings - IEEE International Parallel and Distributed Processing Symposium","issn_l":"1530-2075","issn":["1530-2075"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Symposium on Parallel and Distributed Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W142438368","https://openalex.org/W1509875415","https://openalex.org/W1606633049","https://openalex.org/W1825888776","https://openalex.org/W1972209410","https://openalex.org/W2005985523","https://openalex.org/W2007451249","https://openalex.org/W2046278968","https://openalex.org/W2072277531","https://openalex.org/W2099059741","https://openalex.org/W2100888070","https://openalex.org/W2118937112","https://openalex.org/W2129815737","https://openalex.org/W2135653967","https://openalex.org/W2136628731","https://openalex.org/W2138007781","https://openalex.org/W2147505032","https://openalex.org/W2161229179","https://openalex.org/W2162404488","https://openalex.org/W2164197394","https://openalex.org/W3136479147","https://openalex.org/W4206504442","https://openalex.org/W4243796884","https://openalex.org/W4247050054","https://openalex.org/W4254387659","https://openalex.org/W4255101367","https://openalex.org/W6675351941","https://openalex.org/W6680024657","https://openalex.org/W6683597624","https://openalex.org/W6683955988"],"related_works":["https://openalex.org/W2379153735","https://openalex.org/W2046172023","https://openalex.org/W2170146914","https://openalex.org/W2972896947","https://openalex.org/W2083974823","https://openalex.org/W2355105570","https://openalex.org/W2072751097","https://openalex.org/W4237177615","https://openalex.org/W2289257917","https://openalex.org/W1494827375"],"abstract_inverted_index":{"In":[0],"this":[1,103],"paper,":[2],"we":[3,106,146],"consider":[4],"the":[5,25,40,52,55,62,75,80,99,108,115,142,158,170,179],"interaction":[6],"between":[7,117],"application":[8,29],"programmers":[9],"and":[10,85,119,128,161],"tools":[11],"that":[12,20,88,92,140,166],"automatically":[13],"search":[14,76,97,150,159],"a":[15,36,44,94,123,134],"space":[16,77],"of":[17,27,35,43,51,57,61,66,82,93,98,110,131,136,144,157],"application-level":[18],"parameters":[19],"are":[21,181],"believed":[22],"to":[23,73,91,133,155,169,175],"impact":[24],"performance":[26,33,64,121],"an":[28,164],"significantly.":[30],"We":[31,69,138],"study":[32],"tuning":[34],"large":[37],"scientific":[38],"application,":[39],"visualization":[41],"component":[42],"molecular":[45],"dynamics":[46],"simulation.":[47],"The":[48],"key":[49],"contribution":[50],"approach":[53],"is":[54,167],"use":[56,70,143],"high-level":[58],"programmer-specified":[59],"models":[60,72,180],"expected":[63],"behavior":[65],"individual":[67],"parameters.":[68],"these":[71],"reduce":[74,149],"associated":[78],"with":[79,114,122],"range":[81],"parameter":[83,100,112],"values":[84],"achieve":[86],"results":[87],"perform":[89],"close":[90,168],"more":[95],"exhaustive":[96],"space.":[101],"With":[102],"case":[104],"study,":[105],"show":[107,139],"importance":[109],"appropriate":[111],"selection,":[113],"difference":[116],"best-case":[118],"worst-case":[120],"particular":[124],"input":[125],"data":[126],"set":[127],"processor":[129],"configuration":[130],"up":[132],"factor":[135],"17.":[137],"through":[141],"models,":[145],"can":[147],"drastically":[148],"time,":[151],"examining":[152],"only":[153],"0.3%":[154],"5%":[156],"space,":[160],"usually":[162],"select":[163],"implementation":[165],"best":[171],"performance,":[172],"within":[173],"0.84%":[174],"15%,":[176],"even":[177],"though":[178],"not":[182],"completely":[183],"accurate.":[184]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
