{"id":"https://openalex.org/W4401508032","doi":"https://doi.org/10.1109/infocom52122.2024.10621190","title":"Cur-CoEdge: Curiosity-Driven Collaborative Request Scheduling in Edge-Cloud Systems","display_name":"Cur-CoEdge: Curiosity-Driven Collaborative Request Scheduling in Edge-Cloud Systems","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4401508032","doi":"https://doi.org/10.1109/infocom52122.2024.10621190"},"language":"en","primary_location":{"id":"doi:10.1109/infocom52122.2024.10621190","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom52122.2024.10621190","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2024 - IEEE Conference on Computer Communications","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/A5083504621","display_name":"Yunfeng Zhao","orcid":"https://orcid.org/0000-0001-6767-7233"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunfeng Zhao","raw_affiliation_strings":["Tianjin University,College of Intelligence and Computing,Tianjin,China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,College of Intelligence and Computing,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007510770","display_name":"Chao Qiu","orcid":"https://orcid.org/0000-0002-2224-2292"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Qiu","raw_affiliation_strings":["Tianjin University,College of Intelligence and Computing,Tianjin,China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,College of Intelligence and Computing,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108488183","display_name":"Xiaoyun Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyun Shi","raw_affiliation_strings":["Tianjin University,College of Intelligence and Computing,Tianjin,China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,College of Intelligence and Computing,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100363470","display_name":"Xiaofei Wang","orcid":"https://orcid.org/0000-0002-7223-1030"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofei Wang","raw_affiliation_strings":["Tianjin University,College of Intelligence and Computing,Tianjin,China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,College of Intelligence and Computing,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091266202","display_name":"Dusit Niyato","orcid":"https://orcid.org/0000-0002-7442-7416"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Dusit Niyato","raw_affiliation_strings":["Nanyang Technological University,School of Computer Science and Engineering,Singapore"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,School of Computer Science and Engineering,Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035919267","display_name":"Victor C. M. Leung","orcid":"https://orcid.org/0000-0003-3529-2640"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Victor C. M. Leung","raw_affiliation_strings":["Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5083504621"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":2.9306,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.91592373,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"411","last_page":"420"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","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/T10273","display_name":"IoT and Edge/Fog Computing","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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9854000210762024,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.977400004863739,"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/cloud-computing","display_name":"Cloud computing","score":0.7762286067008972},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7545778155326843},{"id":"https://openalex.org/keywords/curiosity","display_name":"Curiosity","score":0.7095054388046265},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4854350686073303},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.47155165672302246},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43876710534095764},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2401379942893982},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10528245568275452},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0606999397277832}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7762286067008972},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7545778155326843},{"id":"https://openalex.org/C33435437","wikidata":"https://www.wikidata.org/wiki/Q366791","display_name":"Curiosity","level":2,"score":0.7095054388046265},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4854350686073303},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.47155165672302246},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43876710534095764},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2401379942893982},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10528245568275452},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0606999397277832},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infocom52122.2024.10621190","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom52122.2024.10621190","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2024 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2786652201","https://openalex.org/W2791092409","https://openalex.org/W2885550588","https://openalex.org/W2913871603","https://openalex.org/W2919603306","https://openalex.org/W2963523627","https://openalex.org/W2972268941","https://openalex.org/W2997536466","https://openalex.org/W3044345870","https://openalex.org/W3059506646","https://openalex.org/W3101102032","https://openalex.org/W3110777925","https://openalex.org/W3154418849","https://openalex.org/W3168737214","https://openalex.org/W3181129449","https://openalex.org/W3188807808","https://openalex.org/W3200277133","https://openalex.org/W3204272549","https://openalex.org/W3211360571","https://openalex.org/W4213007507","https://openalex.org/W4213429873","https://openalex.org/W4221146855","https://openalex.org/W4226396131","https://openalex.org/W4250145345","https://openalex.org/W4283207442","https://openalex.org/W4285128302","https://openalex.org/W4293195712","https://openalex.org/W4321524278","https://openalex.org/W4372271753","https://openalex.org/W4385329436","https://openalex.org/W4386249662","https://openalex.org/W6683204974","https://openalex.org/W6741977017","https://openalex.org/W6753925943","https://openalex.org/W6762973735","https://openalex.org/W6769462197","https://openalex.org/W6803709789","https://openalex.org/W6851073549"],"related_works":["https://openalex.org/W3094054656","https://openalex.org/W4285676344","https://openalex.org/W2123270665","https://openalex.org/W4382584175","https://openalex.org/W2060310955","https://openalex.org/W2284924956","https://openalex.org/W3043413210","https://openalex.org/W2613740288","https://openalex.org/W4252460700","https://openalex.org/W4383268304"],"abstract_inverted_index":{"The":[0,139],"collaboration":[1],"between":[2,87],"clouds":[3],"and":[4,22,42,72,127,137,188],"edges":[5],"unlocks":[6],"the":[7,31,36,63,93,100,105,125,133],"full":[8],"potential":[9],"of":[10,65,95,141,151],"edge-cloud":[11,37,57],"systems.":[12],"Edge-cloud":[13],"platform":[14],"has":[15],"brought":[16],"about":[17],"significant":[18,171],"decentralization,":[19],"heterogeneity,":[20],"complexity,":[21],"instability.":[23],"These":[24],"characteristics":[25],"have":[26],"posed":[27],"unprecedented":[28],"challenges":[29],"to":[30,131,175],"optimal":[32],"scheduling":[33,54,81],"problem":[34],"in":[35,56,108,124,179,185,192],"system,":[38],"including":[39],"inaccurate":[40,66],"decision-making":[41],"slow":[43,96],"convergence.":[44,152],"In":[45,111],"this":[46,142],"paper,":[47],"we":[48,68,98,113,154],"propose":[49],"a":[50,70,79,115,156,160,176,182,189],"curiosity-driven":[51,116],"collaborative":[52,117,143],"request":[53],"scheme":[55],"systems,":[58],"namely":[59],"Cur-CoEdge.":[60],"To":[61,91],"tackle":[62],"challenge":[64,94],"decision-making,":[67],"introduce":[69],"time-scale":[71],"decision-level":[73],"interaction":[74],"mechanism.":[75],"This":[76],"mechanism":[77],"employs":[78],"small-large-time-scale":[80],"learning":[82,86],"framework,":[83],"facilitating":[84],"mutual":[85],"different":[88],"decision":[89],"levels.":[90],"address":[92],"convergence,":[97],"investigate":[99],"underlying":[101],"reasons,":[102],"such":[103],"as":[104],"sparse":[106],"reward-setting":[107],"reinforcement":[109],"learning.":[110],"response,":[112],"develop":[114],"exploration":[118,144],"approach":[119],"that":[120],"fosters":[121],"intrinsic":[122],"curiosity":[123],"cloud":[126],"simultaneously":[128],"motivates":[129],"dispatchers":[130],"explore":[132],"environment":[134],"both":[135],"individually":[136],"collectively.":[138],"effectiveness":[140],"is":[145],"also":[146],"supported":[147],"by":[148],"theoretical":[149],"proof":[150],"Finally,":[153],"implement":[155],"prototype":[157],"system":[158,163,186],"on":[159],"network":[161],"hardware":[162],"along":[164],"with":[165,173],"two":[166],"real-world":[167],"traces.":[168],"Evaluations":[169],"demonstrate":[170],"improvements,":[172],"up":[174],"26%":[177],"increase":[178],"time":[180],"efficiency,":[181],"40%":[183],"rise":[184],"throughput,":[187],"71%":[190],"enhancement":[191],"convergence":[193],"speed.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}