{"id":"https://openalex.org/W2149498749","doi":"https://doi.org/10.2312/eurovisstar.20141177","title":"State of the Art of Performance Visualization","display_name":"State of the Art of Performance Visualization","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2149498749","doi":"https://doi.org/10.2312/eurovisstar.20141177","mag":"2149498749"},"language":"en","primary_location":{"id":"doi:10.2312/eurovisstar.20141177","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurovisstar.20141177","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2312/eurovisstar.20141177","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009771339","display_name":"Katherine E. Isaacs","orcid":"https://orcid.org/0000-0002-9947-928X"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Isaacs, Katherine E.","raw_affiliation_strings":["University of California, Davis, Davis, United States"],"affiliations":[{"raw_affiliation_string":"University of California, Davis, Davis, United States","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032474788","display_name":"Alfredo Gim\u00e9nez","orcid":"https://orcid.org/0000-0001-9697-9935"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gim\u00e9nez, Alfredo","raw_affiliation_strings":["University of California, Davis, Davis, United States"],"affiliations":[{"raw_affiliation_string":"University of California, Davis, Davis, United States","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082739993","display_name":"Ilir Jusufi","orcid":"https://orcid.org/0000-0001-6745-4398"},"institutions":[{"id":"https://openalex.org/I223464139","display_name":"Linnaeus University","ror":"https://ror.org/00j9qag85","country_code":"SE","type":"education","lineage":["https://openalex.org/I223464139"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Jusufi, Ilir","raw_affiliation_strings":["Linnaeus University, Vaxjo, Sweden"],"affiliations":[{"raw_affiliation_string":"Linnaeus University, Vaxjo, Sweden","institution_ids":["https://openalex.org/I223464139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007709486","display_name":"Todd Gamblin","orcid":"https://orcid.org/0000-0002-7857-2805"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gamblin, Todd","raw_affiliation_strings":["Lawrence Livermore National Laboratory, Livermore, United States"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Livermore, United States","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081506338","display_name":"Abhinav Bhatel\u00e9","orcid":"https://orcid.org/0000-0003-3069-3701"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bhatele, Abhinav","raw_affiliation_strings":["Lawrence Livermore National Laboratory, Livermore, United States"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Livermore, United States","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045289712","display_name":"Martin Schulz","orcid":"https://orcid.org/0000-0001-9013-435X"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Schulz, Martin","raw_affiliation_strings":["Lawrence Livermore National Laboratory, Livermore, United States"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Livermore, United States","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077191719","display_name":"Bernd Hamann","orcid":"https://orcid.org/0000-0002-3579-5005"},"institutions":[{"id":"https://openalex.org/I2803209242","display_name":"University of California System","ror":"https://ror.org/00pjdza24","country_code":"US","type":"education","lineage":["https://openalex.org/I2803209242"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hamann, Bernd","raw_affiliation_strings":["University of California System, Oakland, United States"],"affiliations":[{"raw_affiliation_string":"University of California System, Oakland, United States","institution_ids":["https://openalex.org/I2803209242"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019902487","display_name":"Peer\u2010Timo Bremer","orcid":"https://orcid.org/0000-0003-4107-3831"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bremer, Peer-Timo","raw_affiliation_strings":["Lawrence Livermore National Laboratory, Livermore, United States"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Livermore, United States","institution_ids":["https://openalex.org/I1282311441"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5009771339"],"corresponding_institution_ids":["https://openalex.org/I84218800"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":81,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9995999932289124,"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":0.9995999932289124,"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/T10260","display_name":"Software Engineering Research","score":0.9980999827384949,"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"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9916999936103821,"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/visualization","display_name":"Visualization","score":0.9129834175109863},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.817237138748169},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6428120136260986},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.5667036175727844},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5642452836036682},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.540805459022522},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.5341039896011353},{"id":"https://openalex.org/keywords/creative-visualization","display_name":"Creative visualization","score":0.468627005815506},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.4334338307380676},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4173058271408081},{"id":"https://openalex.org/keywords/software-visualization","display_name":"Software visualization","score":0.4164499044418335},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.41214609146118164},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19644653797149658},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.17685115337371826},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16237598657608032},{"id":"https://openalex.org/keywords/component-based-software-engineering","display_name":"Component-based software engineering","score":0.07192954421043396}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.9129834175109863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.817237138748169},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6428120136260986},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.5667036175727844},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5642452836036682},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.540805459022522},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.5341039896011353},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.468627005815506},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.4334338307380676},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4173058271408081},{"id":"https://openalex.org/C4379982","wikidata":"https://www.wikidata.org/wiki/Q1273511","display_name":"Software visualization","level":5,"score":0.4164499044418335},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.41214609146118164},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19644653797149658},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.17685115337371826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16237598657608032},{"id":"https://openalex.org/C174683762","wikidata":"https://www.wikidata.org/wiki/Q609588","display_name":"Component-based software engineering","level":4,"score":0.07192954421043396},{"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2312/eurovisstar.20141177","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurovisstar.20141177","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.2312/eurovisstar.20141177","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurovisstar.20141177","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":100,"referenced_works":["https://openalex.org/W56226570","https://openalex.org/W83535271","https://openalex.org/W84627783","https://openalex.org/W114182254","https://openalex.org/W298734549","https://openalex.org/W1044476596","https://openalex.org/W1505071416","https://openalex.org/W1523501206","https://openalex.org/W1539803774","https://openalex.org/W1544744731","https://openalex.org/W1595661905","https://openalex.org/W1631513913","https://openalex.org/W1828610507","https://openalex.org/W1829288025","https://openalex.org/W1853511227","https://openalex.org/W1888043666","https://openalex.org/W1964287761","https://openalex.org/W1968125845","https://openalex.org/W1969923711","https://openalex.org/W1977857603","https://openalex.org/W1979320228","https://openalex.org/W1979466864","https://openalex.org/W1980141156","https://openalex.org/W1987450723","https://openalex.org/W1987855526","https://openalex.org/W1992765614","https://openalex.org/W1995364121","https://openalex.org/W1995696544","https://openalex.org/W1998698393","https://openalex.org/W2000453457","https://openalex.org/W2001827817","https://openalex.org/W2002447681","https://openalex.org/W2007335341","https://openalex.org/W2010923741","https://openalex.org/W2014365873","https://openalex.org/W2016779899","https://openalex.org/W2019212127","https://openalex.org/W2024291102","https://openalex.org/W2024621018","https://openalex.org/W2030714819","https://openalex.org/W2030980368","https://openalex.org/W2036691384","https://openalex.org/W2038015239","https://openalex.org/W2039128955","https://openalex.org/W2044937624","https://openalex.org/W2048700136","https://openalex.org/W2051212021","https://openalex.org/W2051717600","https://openalex.org/W2052052234","https://openalex.org/W2052398640","https://openalex.org/W2052523851","https://openalex.org/W2053885966","https://openalex.org/W2059061863","https://openalex.org/W2059861094","https://openalex.org/W2062854146","https://openalex.org/W2064452120","https://openalex.org/W2064744742","https://openalex.org/W2069422636","https://openalex.org/W2077423683","https://openalex.org/W2080046548","https://openalex.org/W2081199990","https://openalex.org/W2085587432","https://openalex.org/W2085765820","https://openalex.org/W2086300443","https://openalex.org/W2087559932","https://openalex.org/W2093704699","https://openalex.org/W2094278707","https://openalex.org/W2099306854","https://openalex.org/W2101707706","https://openalex.org/W2101778912","https://openalex.org/W2103542121","https://openalex.org/W2107048137","https://openalex.org/W2108345846","https://openalex.org/W2111560436","https://openalex.org/W2112093673","https://openalex.org/W2117562822","https://openalex.org/W2117651261","https://openalex.org/W2122398760","https://openalex.org/W2126020156","https://openalex.org/W2127929713","https://openalex.org/W2134573799","https://openalex.org/W2136434791","https://openalex.org/W2144433126","https://openalex.org/W2144936117","https://openalex.org/W2149897682","https://openalex.org/W2152419477","https://openalex.org/W2156858199","https://openalex.org/W2157484088","https://openalex.org/W2159407373","https://openalex.org/W2162831261","https://openalex.org/W2163225273","https://openalex.org/W2165197170","https://openalex.org/W2168161957","https://openalex.org/W2168277865","https://openalex.org/W2168746239","https://openalex.org/W2171752028","https://openalex.org/W2181336983","https://openalex.org/W2271454439","https://openalex.org/W2290793621","https://openalex.org/W3137220996"],"related_works":["https://openalex.org/W2069422636","https://openalex.org/W2136434791","https://openalex.org/W2101778912","https://openalex.org/W2152419477","https://openalex.org/W2092646559","https://openalex.org/W1631513913","https://openalex.org/W2053885966","https://openalex.org/W2888693151","https://openalex.org/W2294608516","https://openalex.org/W2187089797","https://openalex.org/W2138199375","https://openalex.org/W2112093673","https://openalex.org/W2030169318","https://openalex.org/W1977857603","https://openalex.org/W1576209423","https://openalex.org/W1559603603","https://openalex.org/W1545880915","https://openalex.org/W1984752492","https://openalex.org/W201408612","https://openalex.org/W2088219312"],"abstract_inverted_index":{"Performance":[0],"visualization":[1,29,60],"comprises":[2],"techniques":[3,61],"that":[4,58],"aid":[5],"developers":[6],"and":[7,13,30,50,77,92],"analysts":[8],"in":[9,34,71,95],"improving":[10],"the":[11,54,69,79,82],"time":[12],"energy":[14],"efficiency":[15],"of":[16,41,44,53,56,81],"their":[17],"software.":[18],"In":[19],"this":[20],"work,":[21],"we":[22,89],"discuss":[23,90],"performance":[24,35,45,59,74,96],"as":[25],"it":[26],"relates":[27],"to":[28,86],"survey":[31],"existing":[32],"approaches":[33],"visualization.":[36,97],"We":[37,64],"present":[38],"an":[39],"overview":[40],"what":[42],"types":[43,55],"data":[46],"can":[47,62],"be":[48],"collected":[49],"a":[51,66],"categorization":[52],"goals":[57],"address.":[63],"develop":[65],"taxonomy":[67],"for":[68],"contexts":[70],"which":[72],"different":[73],"visualizations":[75],"reside":[76],"describe":[78],"state":[80],"art":[83],"research":[84],"pertaining":[85],"each.":[87],"Finally,":[88],"unaddressed":[91],"future":[93],"challenges":[94]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
