{"id":"https://openalex.org/W2405738433","doi":"https://doi.org/10.1145/2896941.2896950","title":"Enhanced playback of automated service emulation models using entropy analysis","display_name":"Enhanced playback of automated service emulation models using entropy analysis","publication_year":2016,"publication_date":"2016-05-14","ids":{"openalex":"https://openalex.org/W2405738433","doi":"https://doi.org/10.1145/2896941.2896950","mag":"2405738433"},"language":"en","primary_location":{"id":"doi:10.1145/2896941.2896950","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2896941.2896950","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Workshop on Continuous Software Evolution and Delivery","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1605.06668","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072967605","display_name":"Steve Versteeg","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109753","display_name":"Collaboration for Australian Weather and Climate Research","ror":"https://ror.org/01ew37b76","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1286406326","https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210109753","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Steve Versteeg","raw_affiliation_strings":["CA Research, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"CA Research, Melbourne, Australia","institution_ids":["https://openalex.org/I4210109753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046312961","display_name":"Miao Du","orcid":"https://orcid.org/0000-0002-7303-8726"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Miao Du","raw_affiliation_strings":["Swinburne University of Technology, Hawthorn, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology, Hawthorn, Victoria, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007245902","display_name":"John Bird","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"John Bird","raw_affiliation_strings":["CA Technologies, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"CA Technologies, Melbourne, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076543742","display_name":"Jean-Guy Schneider","orcid":"https://orcid.org/0000-0002-9827-5496"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jean-Guy Schneider","raw_affiliation_strings":["Swinburne University of Technology, Hawthorn, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology, Hawthorn, Victoria, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082913979","display_name":"John Grundy","orcid":"https://orcid.org/0000-0003-4928-7076"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"John Grundy","raw_affiliation_strings":["Deakin University, Burwood, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Deakin University, Burwood, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050928648","display_name":"Jun Han","orcid":"https://orcid.org/0000-0002-0909-1688"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jun Han","raw_affiliation_strings":["Swinburne University of Technology, Hawthorn, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology, Hawthorn, Victoria, Australia","institution_ids":["https://openalex.org/I57093077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5072967605"],"corresponding_institution_ids":["https://openalex.org/I4210109753"],"apc_list":null,"apc_paid":null,"fwci":1.483,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.84449368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"25","issue":null,"first_page":"49","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9994999766349792,"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":0.9994999766349792,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9987000226974487,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8190423250198364},{"id":"https://openalex.org/keywords/emulation","display_name":"Emulation","score":0.6924927234649658},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4586794972419739},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4359615445137024},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.427126944065094},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4186337888240814},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.41468843817710876},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40277448296546936},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3583824634552002},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31769537925720215}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8190423250198364},{"id":"https://openalex.org/C149810388","wikidata":"https://www.wikidata.org/wiki/Q5374873","display_name":"Emulation","level":2,"score":0.6924927234649658},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4586794972419739},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4359615445137024},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.427126944065094},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4186337888240814},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.41468843817710876},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40277448296546936},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3583824634552002},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31769537925720215},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1145/2896941.2896950","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2896941.2896950","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Workshop on Continuous Software Evolution and Delivery","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1605.06668","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1605.06668","pdf_url":"https://arxiv.org/pdf/1605.06668","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30086194","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:figshare.com:article/20873395","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Enhanced_playback_of_automated_service_emulation_models_using_entropy_analysis/20873395","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:figshare.com:article/26227091","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Enhanced_playback_of_automated_service_emulation_models_using_entropy_analysis/26227091","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:researchbank.swinburne.edu.au:9e223574-801b-4575-bf30-42ba497dc7b5/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/434307","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"1st International Workshop on Continuous Software Evolution and Delivery (CSED 2016 ), Austin, Texas, United States, 14-15 May 2016, pp. 49-55","raw_type":"acceptedVersion"},{"id":"doi:10.25916/sut.26227091.v1","is_oa":true,"landing_page_url":"https://doi.org/10.25916/sut.26227091.v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"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":"pmh:oai:arXiv.org:1605.06668","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1605.06668","pdf_url":"https://arxiv.org/pdf/1605.06668","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G954600473","display_name":null,"funder_award_id":"LP150100892","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1489157620","https://openalex.org/W1505561515","https://openalex.org/W1528177290","https://openalex.org/W1570277071","https://openalex.org/W1981970518","https://openalex.org/W1995875735","https://openalex.org/W2022833100","https://openalex.org/W2040619907","https://openalex.org/W2053872184","https://openalex.org/W2074231493","https://openalex.org/W2087189381","https://openalex.org/W2103146554","https://openalex.org/W2128412750","https://openalex.org/W2132762970","https://openalex.org/W2152065066","https://openalex.org/W2296467253","https://openalex.org/W2336246973","https://openalex.org/W2538546194","https://openalex.org/W2984271297","https://openalex.org/W2993788498","https://openalex.org/W4285719527","https://openalex.org/W6630292809","https://openalex.org/W6671978114"],"related_works":["https://openalex.org/W2154523322","https://openalex.org/W2083200807","https://openalex.org/W1603137082","https://openalex.org/W2364195017","https://openalex.org/W2355430452","https://openalex.org/W2049983405","https://openalex.org/W2392315374","https://openalex.org/W1951195060","https://openalex.org/W2351776620","https://openalex.org/W2352195574"],"abstract_inverted_index":{"Service":[0],"virtualisation":[1],"is":[2],"a":[3,18,72,82,106],"supporting":[4],"tool":[5],"for":[6,81,104],"DevOps":[7],"to":[8,28,70,78,97],"generate":[9],"interactive":[10],"service":[11,22,38,45,54,76],"models":[12,23,39,55],"of":[13,43,89],"dependency":[14],"systems":[15],"on":[16],"which":[17,47,93],"system-under-test":[19],"relies.":[20],"These":[21],"allow":[24],"applications":[25],"under":[26],"development":[27],"be":[29,51,57],"continuously":[30],"tested":[31],"against":[32,110],"production-like":[33],"conditions.":[34],"Generating":[35],"these":[36],"virtual":[37],"requires":[40],"expert":[41],"knowledge":[42],"the":[44,67,75,90,100],"protocol,":[46],"may":[48,56],"not":[49],"always":[50],"available.":[52],"However,":[53],"generated":[58],"automatically":[59,98],"from":[60,74],"network":[61],"traces.":[62],"Previous":[63],"work":[64],"has":[65],"used":[66],"Needleman-Wunsch":[68,91],"algorithm":[69],"select":[71],"response":[73,121],"model":[77],"play":[79],"back":[80],"live":[83],"request.":[84],"We":[85],"propose":[86],"an":[87],"extension":[88],"algorithm,":[92],"uses":[94],"entropy":[95,116],"analysis":[96],"detect":[99],"critical":[101],"matching":[102,118],"fields":[103],"selecting":[105],"response.":[107],"Empirical":[108],"tests":[109],"four":[111],"enterprise":[112],"protocols":[113],"demonstrate":[114],"that":[115],"weighted":[117],"can":[119],"improve":[120],"accuracy.":[122]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
