{"id":"https://openalex.org/W2888704015","doi":"https://doi.org/10.1145/3239565","title":"A Dynamic Service Migration Mechanism in Edge Cognitive Computing","display_name":"A Dynamic Service Migration Mechanism in Edge Cognitive Computing","publication_year":2019,"publication_date":"2019-04-03","ids":{"openalex":"https://openalex.org/W2888704015","doi":"https://doi.org/10.1145/3239565","mag":"2888704015"},"language":"en","primary_location":{"id":"doi:10.1145/3239565","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3239565","pdf_url":null,"source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"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 Internet Technology","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/A5100337209","display_name":"Min Chen","orcid":"https://orcid.org/0000-0002-0960-4447"},"institutions":[{"id":"https://openalex.org/I4210138186","display_name":"Wuhan National Laboratory for Optoelectronics","ror":"https://ror.org/03c9ncn37","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210138186"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Chen","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology, China and Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-0960-4447","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, China and Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, China","institution_ids":["https://openalex.org/I4210138186","https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100318462","display_name":"Wei Li","orcid":"https://orcid.org/0000-0003-4731-3226"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Li","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023424929","display_name":"Giancarlo Fortino","orcid":"https://orcid.org/0000-0002-4039-891X"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giancarlo Fortino","raw_affiliation_strings":["University of Calabria, Rende, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Calabria, Rende, Italy","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040872496","display_name":"Yixue Hao","orcid":"https://orcid.org/0000-0001-7296-2522"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yixue Hao","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101909898","display_name":"Long Hu","orcid":"https://orcid.org/0000-0001-6496-6793"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Hu","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022207764","display_name":"Iztok Humar","orcid":"https://orcid.org/0000-0002-4940-3500"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Iztok Humar","raw_affiliation_strings":["University of Ljubljana, Faculty of Electrical Engineering, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ljubljana, Faculty of Electrical Engineering, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":25.5904,"has_fulltext":false,"cited_by_count":188,"citation_normalized_percentile":{"value":0.99732148,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"19","issue":"2","first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998000264167786,"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":0.9998000264167786,"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/T11478","display_name":"Caching and Content Delivery","score":0.9861000180244446,"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/T11479","display_name":"Smart Cities and Technologies","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8678287267684937},{"id":"https://openalex.org/keywords/cognitive-computing","display_name":"Cognitive computing","score":0.7644332647323608},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.7225707769393921},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5483999848365784},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.539381742477417},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5260010957717896},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5128786563873291},{"id":"https://openalex.org/keywords/cognitive-network","display_name":"Cognitive network","score":0.5003888607025146},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.48827314376831055},{"id":"https://openalex.org/keywords/utility-computing","display_name":"Utility computing","score":0.43859100341796875},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4246242344379425},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4166049361228943},{"id":"https://openalex.org/keywords/cognitive-architecture","display_name":"Cognitive architecture","score":0.41267162561416626},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.40419965982437134},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.40014055371284485},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36161547899246216},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.2565777897834778},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22272738814353943},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1632828712463379},{"id":"https://openalex.org/keywords/cloud-computing-security","display_name":"Cloud computing security","score":0.08206889033317566}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8678287267684937},{"id":"https://openalex.org/C92298750","wikidata":"https://www.wikidata.org/wiki/Q17008161","display_name":"Cognitive computing","level":3,"score":0.7644332647323608},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.7225707769393921},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5483999848365784},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.539381742477417},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5260010957717896},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5128786563873291},{"id":"https://openalex.org/C32542511","wikidata":"https://www.wikidata.org/wiki/Q5141225","display_name":"Cognitive network","level":4,"score":0.5003888607025146},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.48827314376831055},{"id":"https://openalex.org/C85106507","wikidata":"https://www.wikidata.org/wiki/Q1188445","display_name":"Utility computing","level":4,"score":0.43859100341796875},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4246242344379425},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4166049361228943},{"id":"https://openalex.org/C20854674","wikidata":"https://www.wikidata.org/wiki/Q4386060","display_name":"Cognitive architecture","level":3,"score":0.41267162561416626},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.40419965982437134},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.40014055371284485},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36161547899246216},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.2565777897834778},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22272738814353943},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1632828712463379},{"id":"https://openalex.org/C184842701","wikidata":"https://www.wikidata.org/wiki/Q370563","display_name":"Cloud computing security","level":3,"score":0.08206889033317566},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3239565","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3239565","pdf_url":null,"source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"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 Internet Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G2184068523","display_name":null,"funder_award_id":"U1705261","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G378068216","display_name":null,"funder_award_id":"61802139 and 61802138","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6910348405","display_name":"ICT4QoL - Information and Communications Technologies for Quality of Life","funder_award_id":"P2-0246","funder_id":"https://openalex.org/F4320322554","funder_display_name":"Javna Agencija za Raziskovalno Dejavnost RS"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322554","display_name":"Javna Agencija za Raziskovalno Dejavnost RS","ror":"https://ror.org/059bp8k51"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1562469273","https://openalex.org/W2068686832","https://openalex.org/W2243451334","https://openalex.org/W2416799949","https://openalex.org/W2469579026","https://openalex.org/W2561675875","https://openalex.org/W2606698885","https://openalex.org/W2626044724","https://openalex.org/W2666784499","https://openalex.org/W2752682696","https://openalex.org/W2755207117","https://openalex.org/W2761164110","https://openalex.org/W2761521724","https://openalex.org/W2761862361","https://openalex.org/W2766272105","https://openalex.org/W2772412867","https://openalex.org/W2772589475","https://openalex.org/W2774094555","https://openalex.org/W2785766274","https://openalex.org/W2785998733","https://openalex.org/W2786075294","https://openalex.org/W2786358224","https://openalex.org/W2787114603","https://openalex.org/W2791432311","https://openalex.org/W2884532903","https://openalex.org/W3102454146","https://openalex.org/W6748778255"],"related_works":["https://openalex.org/W1999254135","https://openalex.org/W2376519664","https://openalex.org/W2380380356","https://openalex.org/W2091047413","https://openalex.org/W2522137943","https://openalex.org/W2887923418","https://openalex.org/W220046886","https://openalex.org/W2076532147","https://openalex.org/W2276692846","https://openalex.org/W1963920619"],"abstract_inverted_index":{"Driven":[0],"by":[1],"the":[2,8,35,38,42,46,86,121,135,141,153,170],"vision":[3],"of":[4,10,37,48,72,85,144],"edge":[5,22,36,77,115],"computing":[6,20,24,33,60,111,173],"and":[7,50,54,68,88,160,175],"success":[9],"rich":[11],"cognitive":[12,23,32,59,110],"services":[13,61,136],"based":[14,139],"on":[15,140],"artificial":[16],"intelligence,":[17],"a":[18,27,64,69,124,145,161,177],"new":[19],"paradigm,":[21],"(ECC),":[25],"is":[26,112,131],"promising":[28],"approach":[29],"that":[30,152],"applies":[31],"at":[34],"network.":[39],"ECC":[40,87,155],"has":[41,157],"potential":[43],"to":[44,56,62,76,105,119,169],"provide":[45,57,106],"cognition":[47,143],"users":[49],"network":[51],"environmental":[52],"information,":[53],"further":[55],"elastic":[58],"achieve":[63],"higher":[65,70],"energy":[66,179],"efficiency":[67],"Quality":[71],"Experience":[73],"(QoE)":[74],"compared":[75],"computing.":[78,116],"This":[79],"article":[80],"first":[81],"introduces":[82],"our":[83],"architecture":[84,156],"then":[89],"describes":[90],"its":[91],"design":[92],"issues":[93],"in":[94],"detail.":[95],"Moreover,":[96],"we":[97],"propose":[98],"an":[99],"ECC-based":[100],"dynamic":[101,128],"service":[102,129,168],"migration":[103,130],"mechanism":[104],"insight":[107],"into":[108],"how":[109],"combined":[113],"with":[114],"In":[117],"order":[118],"evaluate":[120],"proposed":[122,154],"mechanism,":[123],"practical":[125],"platform":[126],"for":[127],"built":[132],"up,":[133],"where":[134],"are":[137],"migrated":[138],"behavioral":[142],"mobile":[146],"user.":[147],"The":[148],"experimental":[149],"results":[150],"show":[151],"ultra-low":[158],"latency":[159],"high":[162,178],"user":[163],"experience,":[164],"while":[165],"providing":[166],"better":[167],"user,":[171],"saving":[172],"resources,":[174],"achieving":[176],"efficiency.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":30},{"year":2021,"cited_by_count":37},{"year":2020,"cited_by_count":34},{"year":2019,"cited_by_count":43},{"year":2018,"cited_by_count":5}],"updated_date":"2026-07-13T07:31:44.756512","created_date":"2025-10-10T00:00:00"}
