{"id":"https://openalex.org/W4406956356","doi":"https://doi.org/10.1145/3715700","title":"Web 3.0-Enabled Microservice Re-Scheduling for Heterogenous Resources Co-Optimization in Metaverse-Integrated Edge Networks","display_name":"Web 3.0-Enabled Microservice Re-Scheduling for Heterogenous Resources Co-Optimization in Metaverse-Integrated Edge Networks","publication_year":2025,"publication_date":"2025-01-29","ids":{"openalex":"https://openalex.org/W4406956356","doi":"https://doi.org/10.1145/3715700"},"language":"en","primary_location":{"id":"doi:10.1145/3715700","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3715700","pdf_url":null,"source":{"id":"https://openalex.org/S16632050","display_name":"ACM Transactions on Autonomous and Adaptive Systems","issn_l":"1556-4665","issn":["1556-4665","1556-4703"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Autonomous and Adaptive Systems","raw_type":"journal-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/A5056208275","display_name":"Yihong Yang","orcid":"https://orcid.org/0000-0002-3061-3460"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihong Yang","raw_affiliation_strings":["School of Information Engineering, China University of Geosciences (Beijing), Beijing, China","School of Information Engineering, China University of Geosciences (Beijing), China"],"raw_orcid":"https://orcid.org/0000-0002-3061-3460","affiliations":[{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences (Beijing), Beijing, China","institution_ids":["https://openalex.org/I3125743391"]},{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences (Beijing), China","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052234427","display_name":"Zhangbing Zhou","orcid":"https://orcid.org/0000-0002-3195-2253"},"institutions":[{"id":"https://openalex.org/I2799486974","display_name":"China Geological Survey","ror":"https://ror.org/04wtq2305","country_code":"CN","type":"other","lineage":["https://openalex.org/I2799486974"]},{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]}],"countries":["CN","FR"],"is_corresponding":false,"raw_author_name":"Zhangbing Zhou","raw_affiliation_strings":["School of Information Engineering, Frontiers Science Center for Deep-time Digital Earth, China University of Geosciences (Beijing), Beijing, China, Technology Innovation Center of Geoscience Knowledge and Intelligent Service, China Geological Survey, Beijing, China, and Computer Science Department, TELECOM SudParis, Evry, France","School of Information Engineering, Frontiers Science Center for Deep-time Digital Earth, China University of Geosciences (Beijing), China, Technology Innovation Center of Geoscience Knowledge and Intelligent Service, China Geological Survey, China, and Computer Science Department, TELECOM SudParis, France"],"raw_orcid":"https://orcid.org/0000-0002-3195-2253","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Frontiers Science Center for Deep-time Digital Earth, China University of Geosciences (Beijing), Beijing, China, Technology Innovation Center of Geoscience Knowledge and Intelligent Service, China Geological Survey, Beijing, China, and Computer Science Department, TELECOM SudParis, Evry, France","institution_ids":["https://openalex.org/I2799486974","https://openalex.org/I4210145102","https://openalex.org/I3125743391"]},{"raw_affiliation_string":"School of Information Engineering, Frontiers Science Center for Deep-time Digital Earth, China University of Geosciences (Beijing), China, Technology Innovation Center of Geoscience Knowledge and Intelligent Service, China Geological Survey, China, and Computer Science Department, TELECOM SudParis, France","institution_ids":["https://openalex.org/I2799486974","https://openalex.org/I4210145102","https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007723627","display_name":"Lei Shu","orcid":"https://orcid.org/0000-0002-6700-9347"},"institutions":[{"id":"https://openalex.org/I119454577","display_name":"Nanjing Agricultural University","ror":"https://ror.org/05td3s095","country_code":"CN","type":"education","lineage":["https://openalex.org/I119454577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Shu","raw_affiliation_strings":["College of Artificial Intelligence, Nanjing Agricultural University, Nanjing, China","College of Artificial Intelligence, Nanjing Agricultural University, China"],"raw_orcid":"https://orcid.org/0000-0002-6700-9347","affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, Nanjing Agricultural University, Nanjing, China","institution_ids":["https://openalex.org/I119454577"]},{"raw_affiliation_string":"College of Artificial Intelligence, Nanjing Agricultural University, China","institution_ids":["https://openalex.org/I119454577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108478386","display_name":"Feng Zhou","orcid":"https://orcid.org/0000-0002-5335-588X"},"institutions":[{"id":"https://openalex.org/I4210125234","display_name":"National Library of China","ror":"https://ror.org/029wwt733","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210125234"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Zhou","raw_affiliation_strings":["National Geological Library of China, Beijing, China","National Geological Library of China, China"],"raw_orcid":"https://orcid.org/0000-0002-5335-588X","affiliations":[{"raw_affiliation_string":"National Geological Library of China, Beijing, China","institution_ids":["https://openalex.org/I4210125234"]},{"raw_affiliation_string":"National Geological Library of China, China","institution_ids":["https://openalex.org/I4210125234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084851123","display_name":"Walid Gaaloul","orcid":"https://orcid.org/0000-0003-0451-532X"},"institutions":[{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4387153010","display_name":"T\u00e9l\u00e9com SudParis","ror":"https://ror.org/05xvk4r52","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4387153010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Walid Gaaloul","raw_affiliation_strings":["TELECOM SudParis, Institut Polytechnique de Paris, Palaiseau, France","Computer Science Department, TELECOM SudParis, France"],"raw_orcid":"https://orcid.org/0000-0003-0451-532X","affiliations":[{"raw_affiliation_string":"TELECOM SudParis, Institut Polytechnique de Paris, Palaiseau, France","institution_ids":["https://openalex.org/I4210145102"]},{"raw_affiliation_string":"Computer Science Department, TELECOM SudParis, France","institution_ids":["https://openalex.org/I4210145102","https://openalex.org/I4387153010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044974108","display_name":"Arif Ali Khan","orcid":"https://orcid.org/0000-0002-8479-1481"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Arif Ali Khan","raw_affiliation_strings":["M3S Empirical Software Engineering Research Unit, University of Oulu, Oulu, Finland","M3S Empirical Software Engineering Research Unit, University of Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-8479-1481","affiliations":[{"raw_affiliation_string":"M3S Empirical Software Engineering Research Unit, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"M3S Empirical Software Engineering Research Unit, University of Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8777,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.84387569,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"20","issue":"3","first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9991000294685364,"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/T10273","display_name":"IoT and Edge/Fog Computing","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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9973999857902527,"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":0.9944999814033508,"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":0.8705413341522217},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5932250022888184},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5796899199485779},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.5292016267776489},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4386555552482605}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8705413341522217},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5932250022888184},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5796899199485779},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.5292016267776489},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4386555552482605},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3715700","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3715700","pdf_url":null,"source":{"id":"https://openalex.org/S16632050","display_name":"ACM Transactions on Autonomous and Adaptive Systems","issn_l":"1556-4665","issn":["1556-4665","1556-4703"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Autonomous and Adaptive Systems","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-05480314v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05480314","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACM Transactions on Autonomous and Adaptive Systems, 2025, 20 (3), pp.1-26. ⟨10.1145/3715700⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8899999856948853}],"awards":[{"id":"https://openalex.org/G6778157810","display_name":null,"funder_award_id":"62372420","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2521918431","https://openalex.org/W2948175577","https://openalex.org/W2996945891","https://openalex.org/W3011697281","https://openalex.org/W3045559265","https://openalex.org/W3119981021","https://openalex.org/W3137939843","https://openalex.org/W3138979139","https://openalex.org/W3169922528","https://openalex.org/W3172818029","https://openalex.org/W3198336800","https://openalex.org/W3213187898","https://openalex.org/W3213200620","https://openalex.org/W4205274477","https://openalex.org/W4206510450","https://openalex.org/W4211041246","https://openalex.org/W4214831727","https://openalex.org/W4220844283","https://openalex.org/W4285124842","https://openalex.org/W4285169850","https://openalex.org/W4285244819","https://openalex.org/W4285275174","https://openalex.org/W4302931966","https://openalex.org/W4312354825","https://openalex.org/W4313152715","https://openalex.org/W4319338779","https://openalex.org/W4364322660","https://openalex.org/W4377235537","https://openalex.org/W4382119559","https://openalex.org/W4383503531","https://openalex.org/W4386078156","https://openalex.org/W4386416896","https://openalex.org/W4388658637","https://openalex.org/W4389306859","https://openalex.org/W4389461500","https://openalex.org/W4390873376","https://openalex.org/W4394967034","https://openalex.org/W4401975604"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,14],"Web":[1,142],"3.0":[2],"and":[3,28,38,88,172,185,216,224],"metaverse":[4],"can":[5,19,177],"empower":[6],"intelligent":[7],"application":[8],"of":[9,16,52,82,121,211,220],"Connected":[10],"Autonomous":[11],"Vehicles":[12],"(CAVs).":[13],"adoption":[15],"edge":[17,36,60,78,101,126],"computing":[18],"contribute":[20],"to":[21,114],"the":[22,29,39,50,80,94,112,119,166,207],"low":[23],"latency":[24],"interaction":[25],"between":[26],"CAVs":[27,45],"metaverse.":[30],"Microservices":[31],"are":[32,46,74,109,192],"widely":[33],"deployed":[34],"on":[35,65,99,194],"networks":[37],"cloud":[40],"nowadays.":[41],"User\u2019s":[42],"requests":[43,73,108],"from":[44],"typically":[47],"fulfilled":[48],"through":[49,131,180],"composition":[51],"microservices,":[53],"which":[54,154,176],"may":[55,63,91],"be":[56,93,115,129,178],"hosted":[57],"by":[58,125],"contiguous":[59],"nodes.":[61,102],"Requests":[62],"differ":[64,97],"their":[66],"required":[67],"resources":[68,123],"at":[69,212],"runtime.":[70],"Consequently,":[71],"when":[72,106],"continuously":[75],"injected":[76,110],"into":[77,111],"networks,":[79],"usage":[81,120],"heterogenous":[83,122],"resources,":[84],"including":[85],"CPU,":[86],"memory,":[87],"network":[89,113,221],"bandwidth,":[90],"not":[92],"same,":[95],"or":[96],"significantly,":[98],"certain":[100],"This":[103],"happens":[104],"especially":[105],"burst":[107],"satisfied":[116],"concurrently.":[117],"Therefore,":[118],"provided":[124],"nodes":[127],"should":[128],"co-optimized":[130],"re-scheduling":[132],"microservices.":[133],"To":[134],"address":[135],"this":[136,138],"challenge,":[137],"article":[139],"proposes":[140],"a":[141,156,160,170,181],"3.0-enabled":[143],"M":[144],"icroservice":[145],"R":[146],"e-":[147],"S":[148],"cheduling":[149],"approach":[150],"(called":[151],"MRS":[152,167,203],"),":[153],"is":[155],"migration-based":[157],"mechanism":[158],"integrating":[159],"placement":[161],"strategy.":[162],"Specifically,":[163],"we":[164],"formulate":[165],"task":[168],"as":[169],"multi-objective":[171],"multi-constraint":[173],"optimization":[174],"problem,":[175],"solved":[179],"penalty":[182],"signal-integrated":[183],"framework":[184],"an":[186],"improved":[187],"pointer":[188],"network.":[189],"Extensive":[190],"experiments":[191],"conducted":[193],"two":[195],"real-world":[196],"datasets.":[197],"Evaluation":[198],"results":[199],"show":[200],"that":[201],"our":[202],"performs":[204],"better":[205],"than":[206],"counterparts":[208],"with":[209],"improvements":[210],"least":[213],"7.7%,":[214],"2.4%,":[215],"2.2%":[217],"in":[218],"terms":[219],"throughput,":[222],"latency,":[223],"energy":[225],"consumption,":[226],"respectively.":[227]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}