{"id":"https://openalex.org/W4408068791","doi":"https://doi.org/10.1007/s00607-025-01443-w","title":"Node selection using adversarial expert-based multi-armed bandits in distributed computing","display_name":"Node selection using adversarial expert-based multi-armed bandits in distributed computing","publication_year":2025,"publication_date":"2025-03-01","ids":{"openalex":"https://openalex.org/W4408068791","doi":"https://doi.org/10.1007/s00607-025-01443-w"},"language":"en","primary_location":{"id":"doi:10.1007/s00607-025-01443-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00607-025-01443-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00607-025-01443-w.pdf","source":{"id":"https://openalex.org/S35593046","display_name":"Computing","issn_l":"0010-485X","issn":["0010-485X","1436-5057"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00607-025-01443-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003812470","display_name":"Saleh ALFahad","orcid":"https://orcid.org/0000-0003-0101-4458"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Saleh ALFahad","raw_affiliation_strings":["School of Computing Science, University of Glasgow, Glasgow, UK"],"raw_orcid":"https://orcid.org/0000-0003-0101-4458","affiliations":[{"raw_affiliation_string":"School of Computing Science, University of Glasgow, Glasgow, UK","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089525014","display_name":"Shameem Ahamed Puthiya Parambath","orcid":"https://orcid.org/0000-0002-5338-9385"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shameem Puthiya Parambath","raw_affiliation_strings":["School of Computing Science, University of Glasgow, Glasgow, UK"],"raw_orcid":"https://orcid.org/0000-0002-5338-9385","affiliations":[{"raw_affiliation_string":"School of Computing Science, University of Glasgow, Glasgow, UK","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001331936","display_name":"Christos Anagnostopoulos","orcid":null},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Christos Anagnostopoulos","raw_affiliation_strings":["School of Computing Science, University of Glasgow, Glasgow, UK"],"raw_orcid":"https://orcid.org/0000-0003-1517-6757","affiliations":[{"raw_affiliation_string":"School of Computing Science, University of Glasgow, Glasgow, UK","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018495830","display_name":"Kostas Kolomvatsos","orcid":"https://orcid.org/0000-0002-9442-3340"},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Kostas Kolomvatsos","raw_affiliation_strings":["Department of Informatics and Telecommunications, University of Thessaly, Lamia, Greece"],"raw_orcid":"https://orcid.org/0000-0002-9442-3340","affiliations":[{"raw_affiliation_string":"Department of Informatics and Telecommunications, University of Thessaly, Lamia, Greece","institution_ids":["https://openalex.org/I145722265"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5003812470"],"corresponding_institution_ids":["https://openalex.org/I7882870"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":1.8773,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82869325,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"107","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.996999979019165,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9965000152587891,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.8473226428031921},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.7124967575073242},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6938901543617249},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5920710563659668},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4930550754070282},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42912375926971436},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.38000237941741943},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.34158551692962646},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17367056012153625},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16583532094955444}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.8473226428031921},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7124967575073242},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6938901543617249},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5920710563659668},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4930550754070282},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42912375926971436},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.38000237941741943},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.34158551692962646},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17367056012153625},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16583532094955444},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00607-025-01443-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00607-025-01443-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00607-025-01443-w.pdf","source":{"id":"https://openalex.org/S35593046","display_name":"Computing","issn_l":"0010-485X","issn":["0010-485X","1436-5057"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing","raw_type":"journal-article"},{"id":"pmh:oai:eprints.gla.ac.uk:348328","is_oa":true,"landing_page_url":"https://eprints.gla.ac.uk/view/author/56319.html>,","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"doi:10.1007/s00607-025-01443-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00607-025-01443-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00607-025-01443-w.pdf","source":{"id":"https://openalex.org/S35593046","display_name":"Computing","issn_l":"0010-485X","issn":["0010-485X","1436-5057"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4408068791.pdf"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W1570963478","https://openalex.org/W1988790447","https://openalex.org/W2077902449","https://openalex.org/W2088209704","https://openalex.org/W2121883877","https://openalex.org/W2132932625","https://openalex.org/W2139605553","https://openalex.org/W2149690282","https://openalex.org/W2151601554","https://openalex.org/W2290805605","https://openalex.org/W2775120100","https://openalex.org/W2887821509","https://openalex.org/W2897066997","https://openalex.org/W2900601578","https://openalex.org/W2913740539","https://openalex.org/W2917823826","https://openalex.org/W2946337553","https://openalex.org/W2962814013","https://openalex.org/W2962883027","https://openalex.org/W3002258616","https://openalex.org/W3026182744","https://openalex.org/W3032993161","https://openalex.org/W3047538493","https://openalex.org/W3074294383","https://openalex.org/W3082976567","https://openalex.org/W3089957928","https://openalex.org/W3095288471","https://openalex.org/W3097216016","https://openalex.org/W3098486933","https://openalex.org/W3123257271","https://openalex.org/W3133796941","https://openalex.org/W3134322065","https://openalex.org/W3139425786","https://openalex.org/W3175345449","https://openalex.org/W3175947748","https://openalex.org/W3176011594","https://openalex.org/W3189948720","https://openalex.org/W3193859704","https://openalex.org/W4206894120","https://openalex.org/W4210485470","https://openalex.org/W4214717370","https://openalex.org/W4221024145","https://openalex.org/W4224301981","https://openalex.org/W4236099117","https://openalex.org/W4313886597","https://openalex.org/W4315605964","https://openalex.org/W4379986188","https://openalex.org/W4393114443","https://openalex.org/W4401250889","https://openalex.org/W4408566124"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W4288019534"],"abstract_inverted_index":{"Abstract":[0],"The":[1],"edge":[2],"computing":[3,13,54,61],"(EC)":[4],"paradigm":[5],"enhances":[6],"the":[7,39,48,66,83,147,170,187,194,212,227],"Quality":[8],"of":[9,11,31,50,68,87,110,190,229],"Service":[10],"distributed":[12,53,107],"applications":[14],"by":[15],"bringing":[16],"computation":[17],"closer":[18],"to":[19,47,144],"data":[20,36],"sources,":[21],"such":[22,117],"as":[23],"sensors,":[24],"IoT":[25],"devices,":[26],"and":[27,75,85,113,201,208,215],"local":[28],"servers,":[29],"instead":[30],"relying":[32],"solely":[33],"on":[34,95,139],"centralized":[35],"centers":[37],"(e.g.,":[38],"Cloud).":[40],"In":[41,130],"EC":[42,88],"environments,":[43],"node":[44,80,91,122,148,161],"selection":[45,81,92,123,149,162,188],"refers":[46],"problem":[49],"determining":[51],"which":[52,101,185],"nodes":[55],"should":[56],"be":[57],"selected":[58],"for":[59,160],"performing":[60],"tasks":[62],"taking":[63],"into":[64],"consideration":[65],"heterogeneity":[67],"factors":[69],"like":[70],"limited":[71],"resources,":[72],"network":[73],"context,":[74],"node\u2019s":[76],"computational":[77],"capabilities.":[78],"Evidently,":[79],"affects":[82],"efficiency":[84,189],"performance":[86,228],"environments.":[89,105],"Recent":[90],"strategies":[93,124],"rely":[94],"either":[96],"heuristic":[97],"or":[98,236],"optimization":[99],"methods,":[100],"inherently":[102],"assume":[103],"static":[104],"However,":[106],"environments":[108],"consist":[109],"highly":[111],"heterogeneous":[112],"dynamic":[114,119],"systems.":[115],"Addressing":[116],"a":[118,179],"nature":[120],"requires":[121],"that":[125,225],"leverage":[126],"real-time":[127],"feedback":[128],"information.":[129,197,218],"this":[131],"paper,":[132],"we":[133,155,176,199],"propose":[134],"sequential":[135],"learning-based":[136],"algorithms":[137,159],"based":[138],"multi-armed":[140],"bandit":[141],"(MAB)":[142],"systems":[143],"deal":[145],"with":[146,174,193,204,214,234],"problem.":[150],"Unlike":[151],"previous":[152],"MAB":[153,158,183,206],"approaches,":[154],"contribute":[156],"novel":[157,180],"using":[163],"deep":[164],"learning":[165],"expert":[166],"models.":[167],"To":[168],"tackle":[169],"inherent":[171],"uncertainty":[172],"associated":[173],"nodes,":[175],"introduce":[177],"ExpGradBand,":[178],"expert-based":[181],"gradient":[182,191],"algorithm,":[184],"leverages":[186],"bandits":[192],"historic":[195],"contextual":[196,217,238],"Furthermore,":[198],"evaluate":[200],"compare":[202],"ExpGradBand":[203],"various":[205],"approaches":[207],"baselines":[209],"found":[210],"in":[211,232],"literature":[213],"without":[216],"Our":[219],"evaluation":[220],"study":[221],"includes":[222],"comprehensive":[223],"experiments":[224],"assess":[226],"these":[230],"methods":[231],"settings":[233],"delayed":[235],"lost":[237],"feedback.":[239]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
