{"id":"https://openalex.org/W2607338399","doi":"https://doi.org/10.1145/3030207.3030225","title":"IRIS","display_name":"IRIS","publication_year":2017,"publication_date":"2017-04-17","ids":{"openalex":"https://openalex.org/W2607338399","doi":"https://doi.org/10.1145/3030207.3030225","mag":"2607338399"},"language":"en","primary_location":{"id":"doi:10.1145/3030207.3030225","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3030207.3030225","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-140915","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077442207","display_name":"Raoufehsadat Hashemian","orcid":null},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Raoufehsadat Hashemian","raw_affiliation_strings":["University of Calgary, Calgary, AB, Canada"],"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077044865","display_name":"Niklas Carlsson","orcid":"https://orcid.org/0000-0003-1367-1594"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Niklas Carlsson","raw_affiliation_strings":["Link\u00f6ping University, Link\u00f6ping, Sweden"],"affiliations":[{"raw_affiliation_string":"Link\u00f6ping University, Link\u00f6ping, Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001117576","display_name":"Diwakar Krishnamurthy","orcid":"https://orcid.org/0000-0002-6098-4801"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Diwakar Krishnamurthy","raw_affiliation_strings":["University of Calgary, Calgary, AB, Canada"],"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019465031","display_name":"Martin Arlitt","orcid":"https://orcid.org/0000-0001-6167-2255"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Martin Arlitt","raw_affiliation_strings":["University of Calgary, Calgary, AB, Canada"],"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077442207"],"corresponding_institution_ids":["https://openalex.org/I168635309"],"apc_list":null,"apc_paid":null,"fwci":0.4144,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64020924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"143","last_page":"154"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9969000220298767,"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"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9948999881744385,"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/benchmarking","display_name":"Benchmarking","score":0.8920851349830627},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7165795564651489},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.5388050079345703},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4609909653663635},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4388014078140259},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33813756704330444},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3274838924407959},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3219548761844635},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1528523564338684}],"concepts":[{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.8920851349830627},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7165795564651489},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.5388050079345703},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4609909653663635},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4388014078140259},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33813756704330444},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3274838924407959},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3219548761844635},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1528523564338684},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3030207.3030225","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3030207.3030225","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:DiVA.org:liu-140915","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-140915","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","issn_l":null,"issn":null,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"}],"best_oa_location":{"id":"pmh:oai:DiVA.org:liu-140915","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-140915","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","issn_l":null,"issn":null,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W118588265","https://openalex.org/W1517304607","https://openalex.org/W1554130893","https://openalex.org/W1570437034","https://openalex.org/W1826955156","https://openalex.org/W1965258535","https://openalex.org/W2006901874","https://openalex.org/W2043119662","https://openalex.org/W2044771513","https://openalex.org/W2069359405","https://openalex.org/W2074984119","https://openalex.org/W2096881034","https://openalex.org/W2102201073","https://openalex.org/W2140226452","https://openalex.org/W2158810316","https://openalex.org/W2199481891","https://openalex.org/W2964298054","https://openalex.org/W4237948290","https://openalex.org/W6638500188"],"related_works":["https://openalex.org/W2999063186","https://openalex.org/W3009603553","https://openalex.org/W2127025027","https://openalex.org/W2961085424","https://openalex.org/W1848359393","https://openalex.org/W2155350564","https://openalex.org/W4306674287","https://openalex.org/W2140973798","https://openalex.org/W2796304651","https://openalex.org/W4224009465"],"abstract_inverted_index":{"Benchmarking":[0],"is":[1,152,198,207],"a":[2,18,32,106,117,127,144],"widely-used":[3],"technique":[4,197],"to":[5,30,42,48,64,81,104,154,162,166,209],"quantify":[6],"the":[7,13,27,43,66,71,74,79,83,89,111,148,156,176,188,196,204,212],"performance":[8,107,157],"of":[9,17,39,45,73,91,130,187],"software":[10],"systems.":[11],"However,":[12],"design":[14],"and":[15,59,96,119,133,139],"implementation":[16],"benchmarking":[19,33,75],"study":[20,34],"can":[21,35,179],"face":[22],"several":[23],"challenges.":[24],"In":[25,51],"particular,":[26],"time":[28],"required":[29],"perform":[31],"quickly":[36],"spiral":[37],"out":[38],"control,":[40],"owing":[41],"number":[44],"distinct":[46],"variables":[47,98],"systematically":[49],"examine.":[50],"this":[52],"paper,":[53],"we":[54,173],"propose":[55],"IRIS,":[56],"an":[57],"IteRative":[58],"Intelligent":[60],"Experiment":[61],"Selection":[62],"methodology,":[63],"maximize":[65],"information":[67],"gain":[68],"while":[69],"minimizing":[70],"duration":[72],"process.":[76],"IRIS":[77,125,151,193],"selects":[78],"region":[80],"place":[82],"next":[84],"experiment":[85,169],"point":[86,170],"based":[87],"on":[88],"variability":[90],"both":[92],"dependent,":[93],"i.e.,":[94],"response,":[95],"independent":[97,141,213],"in":[99,201,211],"that":[100,109,175,195],"region.":[101],"It":[102],"aims":[103],"identify":[105],"function":[108,158],"minimizes":[110],"response":[112,205],"variable":[113,206],"prediction":[114,159],"error":[115,160,177,189],"for":[116,126],"constant":[118],"limited":[120,145],"experimentation":[121,146],"budget.":[122],"We":[123],"evaluate":[124],"wide":[128],"selection":[129],"experimental,":[131],"simulated":[132],"synthetic":[134],"systems":[135],"with":[136,192],"one,":[137],"two":[138],"three":[140],"variables.":[142,214],"Considering":[143],"budget,":[147],"results":[149],"show":[150,174],"able":[153],"reduce":[155],"up":[161],"4.3":[163],"times":[164],"compared":[165],"equal":[167],"distance":[168],"selection.":[171],"Moreover,":[172],"reduction":[178],"further":[180],"improve":[181],"through":[182],"system-specific":[183],"parameter":[184],"tuning.":[185],"Analysis":[186],"distributions":[190],"obtained":[191],"reveals":[194],"particularly":[199],"effective":[200],"regions":[202],"where":[203],"sensitive":[208],"changes":[210]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2017-04-28T00:00:00"}