{"id":"https://openalex.org/W3136687417","doi":"https://doi.org/10.1007/978-3-030-71500-7_15","title":"PASTA: An Efficient Proactive Adaptation Approach Based on Statistical Model Checking for Self-Adaptive Systems","display_name":"PASTA: An Efficient Proactive Adaptation Approach Based on Statistical Model Checking for Self-Adaptive Systems","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3136687417","doi":"https://doi.org/10.1007/978-3-030-71500-7_15","mag":"3136687417"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-71500-7_15","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-71500-7_15","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-030-71500-7_15.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-030-71500-7_15.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066987037","display_name":"Yong-Jun Shin","orcid":"https://orcid.org/0000-0001-6068-5054"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Yong-Jun Shin","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology (KAIST), Deajeon, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-6068-5054","affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology (KAIST), Deajeon, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045563904","display_name":"Eunho Cho","orcid":"https://orcid.org/0000-0002-4293-945X"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eunho Cho","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology (KAIST), Deajeon, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-4293-945X","affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology (KAIST), Deajeon, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067376000","display_name":"Doo\u2010Hwan Bae","orcid":"https://orcid.org/0000-0002-3152-5219"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Doo-Hwan Bae","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology (KAIST), Deajeon, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-3152-5219","affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology (KAIST), Deajeon, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5066987037"],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":1.7955,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.86225118,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"292","last_page":"312"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9983000159263611,"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"}},"topics":[{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9983000159263611,"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"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9781000018119812,"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":0.9753999710083008,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8587652444839478},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.8586142063140869},{"id":"https://openalex.org/keywords/sass","display_name":"Sass","score":0.8023408651351929},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5466041564941406},{"id":"https://openalex.org/keywords/model-checking","display_name":"Model checking","score":0.5229761600494385},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.4379371404647827},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40906956791877747},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3872078061103821},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.20771288871765137},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12299254536628723}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8587652444839478},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.8586142063140869},{"id":"https://openalex.org/C2778917941","wikidata":"https://www.wikidata.org/wiki/Q1572865","display_name":"Sass","level":2,"score":0.8023408651351929},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5466041564941406},{"id":"https://openalex.org/C110251889","wikidata":"https://www.wikidata.org/wiki/Q1569697","display_name":"Model checking","level":2,"score":0.5229761600494385},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.4379371404647827},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40906956791877747},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3872078061103821},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.20771288871765137},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12299254536628723},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-71500-7_15","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-71500-7_15","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-030-71500-7_15.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:pubmedcentral.nih.gov:7978901","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7978901","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Fundamental Approaches to Software Engineering","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/978-3-030-71500-7_15","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-71500-7_15","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-030-71500-7_15.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4079611092","display_name":null,"funder_award_id":"2017M3C4A7066212","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G7605661126","display_name":null,"funder_award_id":"2015-0-00250","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G8448835594","display_name":null,"funder_award_id":"2017M3C4A7066212","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320324891","display_name":"Iran Telecommunication Research Center","ror":"https://ror.org/01a3g2z22"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3136687417.pdf","grobid_xml":"https://content.openalex.org/works/W3136687417.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W43031245","https://openalex.org/W47917046","https://openalex.org/W120583406","https://openalex.org/W1555496414","https://openalex.org/W1631091010","https://openalex.org/W1819146036","https://openalex.org/W1862398452","https://openalex.org/W1974641445","https://openalex.org/W1990911977","https://openalex.org/W2033406822","https://openalex.org/W2044683878","https://openalex.org/W2051892805","https://openalex.org/W2055906872","https://openalex.org/W2068750954","https://openalex.org/W2086502833","https://openalex.org/W2115857453","https://openalex.org/W2116550792","https://openalex.org/W2142486130","https://openalex.org/W2151351443","https://openalex.org/W2167748275","https://openalex.org/W2167770337","https://openalex.org/W2185071254","https://openalex.org/W2400364116","https://openalex.org/W2482678392","https://openalex.org/W2484996141","https://openalex.org/W2521301734","https://openalex.org/W2615984677","https://openalex.org/W2797228403","https://openalex.org/W2803079060","https://openalex.org/W2811507150","https://openalex.org/W2899508431","https://openalex.org/W2907486960","https://openalex.org/W2943593224","https://openalex.org/W2947765183","https://openalex.org/W4213344305","https://openalex.org/W4230704549","https://openalex.org/W4235050778","https://openalex.org/W4238023657","https://openalex.org/W6820086436"],"related_works":["https://openalex.org/W319799525","https://openalex.org/W2909216069","https://openalex.org/W232486353","https://openalex.org/W2002739602","https://openalex.org/W2345647014","https://openalex.org/W2201192772","https://openalex.org/W3136891595","https://openalex.org/W2087152645","https://openalex.org/W2535030201","https://openalex.org/W1964819397"],"abstract_inverted_index":{"Abstract":[0],"Proactive":[1,124],"adaptation,":[2,29],"in":[3,18,30],"which":[4,31],"the":[5,19,40,43,63,79,92,101,106,114,117,139,142,147,206,216],"adaptation":[6,32,75,158,225],"for":[7,72,155,181,186,230],"a":[8,82,171,212],"system\u2019s":[9],"reliable":[10],"goal":[11,80],"achievement":[12],"is":[13,21,33,50,202],"performed":[14,34],"by":[15,105,150],"predicting":[16,39],"changes":[17],"environment,":[20,144],"considered":[22],"as":[23],"an":[24,56,122,175],"effective":[25],"alternative":[26],"to":[27,52,112,137,183,205,226],"reactive":[28],"after":[35],"observing":[36],"changes.":[37],"When":[38],"environmental":[41],"changes,":[42],"prediction":[44],"may":[45],"be":[46],"uncertain,":[47],"so":[48],"it":[49,185],"necessary":[51],"verify":[53],"and":[54,100,174,198,218,222],"confirm":[55],"adaptation\u2019s":[57],"consequences":[58],"before":[59],"execution.":[60],"To":[61],"resolve":[62],"uncertainty,":[64],"probabilistic":[65],"model":[66,98,107,130,163],"checking":[67,131,164],"(PMC)":[68],"has":[69],"been":[70],"utilized":[71],"verification":[73,99,156],"of":[74,81,95,116,141,157,179,215,220],"tactics\u2019":[76],"effects":[77],"on":[78,91,128,161,192],"self-adaptive":[83],"system":[84],"(SAS).":[85],"However,":[86],"PMC-based":[87,118,148,207],"approaches":[88],"have":[89],"limitations":[90,115],"state-explosion":[93],"problem":[94],"complex":[96],"SAS":[97,187,231],"modeling":[102],"languages":[103],"supported":[104],"checkers.":[108],"In":[109],"this":[110],"paper,":[111],"overcome":[113],"approaches,":[119],"we":[120],"propose":[121],"efficient":[123,203],"Adaptation":[125],"approach":[126,134],"based":[127,160],"STAtistical":[129],"(PASTA).":[132],"Our":[133],"allows":[135],"SASs":[136,194],"mitigate":[138],"uncertainty":[140],"future":[143],"faster":[145],"than":[146],"approach,":[149],"producing":[151],"statistically":[152],"sufficient":[153],"samples":[154],"tactics":[159],"statistical":[162],"(SMC)":[165],"algorithms.":[166],"We":[167,189,209],"provide":[168,211],"algorithmic":[169],"processes,":[170],"reference":[172],"architecture,":[173],"open-source":[176],"implementation":[177],"skeleton":[178],"PASTA":[180,191,201],"engineers":[182],"apply":[184],"development.":[188,232],"evaluate":[190],"two":[193],"using":[195],"actual":[196],"data":[197],"show":[199],"that":[200],"comparing":[204],"approach.":[208],"also":[210],"comparative":[213],"analysis":[214],"advantages":[217],"disadvantages":[219],"PMC-":[221],"SMC-based":[223],"proactive":[224],"guide":[227],"engineers\u2019":[228],"decision-making":[229]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}