{"id":"https://openalex.org/W4291722489","doi":"https://doi.org/10.1145/3524844.3528059","title":"PRESTO","display_name":"PRESTO","publication_year":2022,"publication_date":"2022-05-18","ids":{"openalex":"https://openalex.org/W4291722489","doi":"https://doi.org/10.1145/3524844.3528059"},"language":"en","primary_location":{"id":"doi:10.1145/3524844.3528059","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3524844.3528059","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th Symposium on Software Engineering for Adaptive and Self-Managing Systems","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/A5077927564","display_name":"Xinwei Fang","orcid":"https://orcid.org/0000-0003-3630-2249"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Xinwei Fang","raw_affiliation_strings":["University of York, York, UK"],"affiliations":[{"raw_affiliation_string":"University of York, York, UK","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011374280","display_name":"Radu C\u0103linescu","orcid":"https://orcid.org/0000-0002-2678-9260"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Radu Calinescu","raw_affiliation_strings":["University of York, York, UK"],"affiliations":[{"raw_affiliation_string":"University of York, York, UK","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065495068","display_name":"Colin Paterson","orcid":"https://orcid.org/0000-0002-6678-3752"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Colin Paterson","raw_affiliation_strings":["University of York, York, UK"],"affiliations":[{"raw_affiliation_string":"University of York, York, UK","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033971175","display_name":"Julie Wilson","orcid":"https://orcid.org/0000-0002-5171-8480"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Julie Wilson","raw_affiliation_strings":["University of York, York, UK"],"affiliations":[{"raw_affiliation_string":"University of York, York, UK","institution_ids":["https://openalex.org/I52099693"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077927564"],"corresponding_institution_ids":["https://openalex.org/I52099693"],"apc_list":null,"apc_paid":null,"fwci":0.1326,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52213692,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"91","last_page":"97"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9983999729156494,"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":0.9983999729156494,"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":0.9912999868392944,"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":0.9869999885559082,"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":0.7063934206962585},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6474558711051941},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.544935941696167},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5067692399024963},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.44767817854881287},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3499576449394226}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7063934206962585},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6474558711051941},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.544935941696167},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5067692399024963},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.44767817854881287},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3499576449394226},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3524844.3528059","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3524844.3528059","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th Symposium on Software Engineering for Adaptive and Self-Managing Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1539705164","https://openalex.org/W1601373402","https://openalex.org/W1862398452","https://openalex.org/W1880436303","https://openalex.org/W1968989269","https://openalex.org/W1969793315","https://openalex.org/W1971908606","https://openalex.org/W2005998857","https://openalex.org/W2009015471","https://openalex.org/W2028622255","https://openalex.org/W2075465263","https://openalex.org/W2086502833","https://openalex.org/W2089138432","https://openalex.org/W2113113866","https://openalex.org/W2122723700","https://openalex.org/W2123604449","https://openalex.org/W2134867305","https://openalex.org/W2146356111","https://openalex.org/W2159484301","https://openalex.org/W2593267253","https://openalex.org/W2897231940","https://openalex.org/W2905756843","https://openalex.org/W2906003266","https://openalex.org/W2947765183","https://openalex.org/W2954804991","https://openalex.org/W2963467757","https://openalex.org/W2963960704","https://openalex.org/W3016330397","https://openalex.org/W3031726059","https://openalex.org/W3047409295","https://openalex.org/W3083079367","https://openalex.org/W3090077115","https://openalex.org/W3097152904","https://openalex.org/W3135019689","https://openalex.org/W3158739032","https://openalex.org/W3162128423","https://openalex.org/W3170586890","https://openalex.org/W3214604666","https://openalex.org/W4236154945","https://openalex.org/W4243335696","https://openalex.org/W6674219858"],"related_works":["https://openalex.org/W2997567050","https://openalex.org/W1483272040","https://openalex.org/W4283377908","https://openalex.org/W1533421371","https://openalex.org/W2003050223","https://openalex.org/W2091777911","https://openalex.org/W2766405861","https://openalex.org/W2360975119","https://openalex.org/W2372487155","https://openalex.org/W2912421143"],"abstract_inverted_index":{"Self-adaptive":[0],"systems":[1],"are":[2,51,137],"expected":[3],"to":[4,59,115,120,146],"mitigate":[5],"disruptions":[6],"by":[7,139],"continually":[8],"adjusting":[9],"their":[10],"configuration":[11],"and":[12,157],"behaviour.":[13],"This":[14],"mitigation":[15],"is":[16,42,113],"often":[17],"reactive.":[18],"Typically,":[19],"environmental":[20],"or":[21],"internal":[22],"changes":[23],"trigger":[24],"a":[25,30,37,71,97,169],"system":[26,34,128],"response":[27],"only":[28],"after":[29],"violation":[31],"of":[32,56,62,77,92,103,126,151,159,166],"the":[33,54,60,75,89,93,124,148,155,160,164,173],"requirements.":[35],"Despite":[36],"broad":[38],"agreement":[39],"that":[40],"prevention":[41],"better":[43],"than":[44],"cure":[45],"in":[46,88,118,123,144,168],"self-adaptation,":[47],"proactive":[48],"adaptation":[49],"methods":[50],"underrepresented":[52],"within":[53],"repertoire":[55],"solutions":[57],"available":[58],"developers":[61],"self-adaptive":[63,104],"systems.":[64],"To":[65],"address":[66],"this":[67],"gap,":[68],"we":[69],"present":[70],"work-in-progress":[72],"approach":[73],"for":[74,86],"<u>pre</u>diction":[76],"<u>s</u>ystem-level":[78],"disrup<u>t</u>i<u>o</u>ns":[79],"(PRESTO)":[80],"through":[81],"parametric":[82,141],"model":[83,142],"checking.":[84],"Intended":[85],"use":[87],"analysis":[90,112],"step":[91],"MAPE-K":[94],"(Monitor-Analyse-Plan-Execute":[95],"over":[96],"shared":[98],"Knowledge)":[99],"feedback":[100],"control":[101],"loop":[102],"systems,":[105],"PRESTO":[106,167],"comprises":[107],"two":[108],"stages.":[109],"First,":[110],"time-series":[111],"applied":[114],"monitoring":[116],"data":[117],"order":[119,145],"identify":[121],"trends":[122,153],"values":[125],"individual":[127],"and/or":[129],"environment":[130],"parameters.":[131],"Next,":[132],"future":[133],"non-functional":[134],"requirement":[135],"violations":[136],"predicted":[138],"using":[140],"checking,":[143],"establish":[147],"potential":[149],"impact":[150],"these":[152],"on":[154],"reliability":[156],"performance":[158],"system.":[161],"We":[162],"illustrate":[163],"application":[165],"case":[170],"study":[171],"from":[172],"autonomous":[174],"farming":[175],"domain.":[176]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-08-16T00:00:00"}