{"id":"https://openalex.org/W4291722496","doi":"https://doi.org/10.1145/3524844.3528053","title":"Learning self-adaptations for IoT networks","display_name":"Learning self-adaptations for IoT networks","publication_year":2022,"publication_date":"2022-05-18","ids":{"openalex":"https://openalex.org/W4291722496","doi":"https://doi.org/10.1145/3524844.3528053"},"language":"en","primary_location":{"id":"doi:10.1145/3524844.3528053","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3524844.3528053","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":"conference-paper","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/A5100405729","display_name":"Jia Li","orcid":"https://orcid.org/0009-0000-8859-4541"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jia Li","raw_affiliation_strings":["University of Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074393374","display_name":"Shiva Nejati","orcid":"https://orcid.org/0000-0002-0281-8231"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shiva Nejati","raw_affiliation_strings":["University of Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022905724","display_name":"Mehrdad Sabetzadeh","orcid":"https://orcid.org/0000-0002-4711-8319"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mehrdad Sabetzadeh","raw_affiliation_strings":["University of Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I153718931"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"13","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9991000294685364,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9991000294685364,"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/T12127","display_name":"Software System Performance and Reliability","score":0.989799976348877,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9771000146865845,"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/computer-science","display_name":"Computer science","score":0.8457080125808716},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.7297327518463135},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6650943160057068},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6386885046958923},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5236375331878662},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.513827383518219},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.5134599804878235},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.450607031583786},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3753596246242523}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8457080125808716},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.7297327518463135},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6650943160057068},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6386885046958923},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5236375331878662},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.513827383518219},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.5134599804878235},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.450607031583786},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3753596246242523},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3524844.3528053","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3524844.3528053","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":[{"score":0.5299999713897705,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W584125963","https://openalex.org/W1507218727","https://openalex.org/W1833260794","https://openalex.org/W1964137226","https://openalex.org/W1990911977","https://openalex.org/W2016673636","https://openalex.org/W2053553342","https://openalex.org/W2074616737","https://openalex.org/W2081979535","https://openalex.org/W2086502833","https://openalex.org/W2095184288","https://openalex.org/W2095961898","https://openalex.org/W2096655151","https://openalex.org/W2099564621","https://openalex.org/W2102090846","https://openalex.org/W2118040869","https://openalex.org/W2132196970","https://openalex.org/W2135082222","https://openalex.org/W2136451165","https://openalex.org/W2145091572","https://openalex.org/W2157895134","https://openalex.org/W2158736596","https://openalex.org/W2163907500","https://openalex.org/W2164740236","https://openalex.org/W2234748059","https://openalex.org/W2243986870","https://openalex.org/W2345022687","https://openalex.org/W2403253420","https://openalex.org/W2475333243","https://openalex.org/W2479798538","https://openalex.org/W2479920125","https://openalex.org/W2481145384","https://openalex.org/W2492205997","https://openalex.org/W2504441325","https://openalex.org/W2522315197","https://openalex.org/W2607589993","https://openalex.org/W2623415691","https://openalex.org/W2624823380","https://openalex.org/W2732140844","https://openalex.org/W2762773307","https://openalex.org/W2774778035","https://openalex.org/W2783684775","https://openalex.org/W2803856670","https://openalex.org/W2889649941","https://openalex.org/W2892225536","https://openalex.org/W2909519685","https://openalex.org/W2954804991","https://openalex.org/W2962862703","https://openalex.org/W2964215898","https://openalex.org/W2965170812","https://openalex.org/W3003473643","https://openalex.org/W3013611019","https://openalex.org/W3025309065","https://openalex.org/W3089624132","https://openalex.org/W3089808309","https://openalex.org/W3098158941","https://openalex.org/W3102937981","https://openalex.org/W3113003998","https://openalex.org/W3155860078","https://openalex.org/W3174418457","https://openalex.org/W3183881215","https://openalex.org/W4244568856","https://openalex.org/W4251988601","https://openalex.org/W4256231252","https://openalex.org/W6833780757"],"related_works":["https://openalex.org/W2093262417","https://openalex.org/W2123131699","https://openalex.org/W913131694","https://openalex.org/W650116260","https://openalex.org/W2378329187","https://openalex.org/W4390790060","https://openalex.org/W2134191509","https://openalex.org/W1603423477","https://openalex.org/W3209454962","https://openalex.org/W79697243"],"abstract_inverted_index":{"Internet":[0],"of":[1,19,107,125,143,168,210],"Things":[2],"(IoT)":[3],"is":[4,198],"a":[5,25,63,113,153,185,222],"pivotal":[6],"technology":[7],"in":[8,111,140,164,201],"application":[9],"domains":[10],"that":[11,115,156,189,231],"require":[12],"connectivity":[13],"and":[14,61,74,135,159,178,205],"interoperability":[15],"between":[16],"large":[17],"numbers":[18],"devices.":[20],"IoT":[21,45,144,170],"systems":[22],"predominantly":[23],"use":[24],"software-defined":[26],"network":[27,203,228],"(SDN)":[28],"architecture":[29,36],"as":[30],"their":[31],"core":[32],"communication":[33],"backbone.":[34],"This":[35],"offers":[37],"several":[38],"advantages,":[39],"including":[40],"the":[41,78,97,103,108,116,141,161,165,208,227],"flexibility":[42],"to":[43,56,77,101,122,184,191],"make":[44],"networks":[46],"self-adaptive":[47],"through":[48],"software":[49],"programmability.":[50],"In":[51,85,215],"general,":[52],"self-adaptation":[53,130,154],"solutions":[54],"need":[55],"periodically":[57],"monitor,":[58],"reason":[59],"about,":[60],"adapt":[62,102],"running":[64,79,109],"system.":[65],"The":[66],"adaptation":[67,72,95,187,211],"step":[68],"involves":[69],"generating":[70,93],"an":[71,82],"strategy":[73],"applying":[75],"it":[76],"system":[80,110,117],"whenever":[81],"anomaly":[83],"arises.":[84],"this":[86,138],"paper,":[87],"we":[88,151,217],"argue":[89],"that,":[90,182],"rather":[91],"than":[92],"individual":[94,193],"strategies,":[96],"goal":[98],"should":[99],"be":[100],"logic":[104,167],"/":[105],"code":[106],"such":[112],"way":[114],"itself":[118],"would":[119],"learn":[120],"how":[121],"steer":[123],"clear":[124],"future":[126],"anomalies,":[127],"without":[128],"triggering":[129],"too":[131],"frequently.":[132],"We":[133],"instantiate":[134],"empirically":[136],"assess":[137],"idea":[139],"context":[142],"networks.":[145,171],"Specifically,":[146],"using":[147,175],"genetic":[148],"programming":[149],"(GP),":[150],"propose":[152],"solution":[155],"continuously":[157],"learns":[158],"updates":[160],"control":[162],"constructs":[163],"data-forwarding":[166,224],"SDN-based":[169],"Our":[172],"evaluation,":[173],"performed":[174],"open-source":[176],"synthetic":[177],"industrial":[179],"data,":[180],"indicates":[181],"compared":[183],"baseline":[186],"technique":[188],"attempts":[190],"generate":[192],"adaptations,":[194],"our":[195,219,232],"GP-based":[196],"approach":[197,220,233],"more":[199],"effective":[200],"resolving":[202],"congestion,":[204],"further,":[206],"reduces":[207,235],"frequency":[209],"interventions":[212],"over":[213],"time.":[214],"addition,":[216],"compare":[218],"against":[221],"standard":[223],"algorithm":[225],"from":[226],"literature,":[229],"demonstrating":[230],"significantly":[234],"packet":[236],"loss.":[237]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
