{"id":"https://openalex.org/W2916549784","doi":"https://doi.org/10.1109/glocom.2018.8647718","title":"Learning Based Mobility Management Under Uncertainties for Mobile Edge Computing","display_name":"Learning Based Mobility Management Under Uncertainties for Mobile Edge Computing","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2916549784","doi":"https://doi.org/10.1109/glocom.2018.8647718","mag":"2916549784"},"language":"en","primary_location":{"id":"doi:10.1109/glocom.2018.8647718","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2018.8647718","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Global Communications Conference (GLOBECOM)","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/A5101992293","display_name":"Jingrong Wang","orcid":"https://orcid.org/0000-0003-3392-7016"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Jingrong Wang","raw_affiliation_strings":["Department of computer Science, University of Victoria, Victoria, Canada"],"affiliations":[{"raw_affiliation_string":"Department of computer Science, University of Victoria, Victoria, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024284822","display_name":"Kaiyang Liu","orcid":"https://orcid.org/0000-0002-1114-8030"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaiyang Liu","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064375676","display_name":"Minming Ni","orcid":"https://orcid.org/0000-0002-4583-0679"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minming Ni","raw_affiliation_strings":["State Key Laboratory of Rail Traffic Control and Safety, Beijing Jiaotong University"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Rail Traffic Control and Safety, Beijing Jiaotong University","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043097022","display_name":"Jianping Pan","orcid":"https://orcid.org/0000-0003-4893-6847"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jianping Pan","raw_affiliation_strings":["Department of computer Science, University of Victoria, Victoria, Canada"],"affiliations":[{"raw_affiliation_string":"Department of computer Science, University of Victoria, Victoria, Canada","institution_ids":["https://openalex.org/I212119943"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101992293"],"corresponding_institution_ids":["https://openalex.org/I212119943"],"apc_list":null,"apc_paid":null,"fwci":2.9312,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.91966422,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998999834060669,"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":0.9998999834060669,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9959999918937683,"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/computer-science","display_name":"Computer science","score":0.8419049978256226},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.728492796421051},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7007195949554443},{"id":"https://openalex.org/keywords/handover","display_name":"Handover","score":0.6733667850494385},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6229271292686462},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.6052423119544983},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5612305402755737},{"id":"https://openalex.org/keywords/mobility-management","display_name":"Mobility management","score":0.5590215921401978},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5500034093856812},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4946548640727997},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4843772351741791},{"id":"https://openalex.org/keywords/user-equipment","display_name":"User equipment","score":0.4715055525302887},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.46343833208084106},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4576832354068756},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40222060680389404},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.36148735880851746},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10410824418067932},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09715881943702698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8419049978256226},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.728492796421051},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7007195949554443},{"id":"https://openalex.org/C111852164","wikidata":"https://www.wikidata.org/wiki/Q1414679","display_name":"Handover","level":2,"score":0.6733667850494385},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6229271292686462},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.6052423119544983},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5612305402755737},{"id":"https://openalex.org/C2778555145","wikidata":"https://www.wikidata.org/wiki/Q4476379","display_name":"Mobility management","level":2,"score":0.5590215921401978},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5500034093856812},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4946548640727997},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4843772351741791},{"id":"https://openalex.org/C2781327853","wikidata":"https://www.wikidata.org/wiki/Q3552547","display_name":"User equipment","level":3,"score":0.4715055525302887},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.46343833208084106},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4576832354068756},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40222060680389404},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36148735880851746},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10410824418067932},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09715881943702698},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/glocom.2018.8647718","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2018.8647718","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W1557517019","https://openalex.org/W1997858594","https://openalex.org/W2003716009","https://openalex.org/W2023901557","https://openalex.org/W2088692353","https://openalex.org/W2101788345","https://openalex.org/W2103972037","https://openalex.org/W2106034005","https://openalex.org/W2121863487","https://openalex.org/W2150516182","https://openalex.org/W2395425991","https://openalex.org/W2609824095","https://openalex.org/W2624989916","https://openalex.org/W2736229446","https://openalex.org/W2782974900","https://openalex.org/W2783156804","https://openalex.org/W2784197713","https://openalex.org/W2784275696","https://openalex.org/W2786904977","https://openalex.org/W2789635206","https://openalex.org/W2963376050","https://openalex.org/W4214717370","https://openalex.org/W6747762210"],"related_works":["https://openalex.org/W1485899883","https://openalex.org/W2014320411","https://openalex.org/W3174690704","https://openalex.org/W2006894821","https://openalex.org/W2911809097","https://openalex.org/W4310080053","https://openalex.org/W2981507084","https://openalex.org/W2904529289","https://openalex.org/W4200423540","https://openalex.org/W3112631746"],"abstract_inverted_index":{"Mobile":[0],"edge":[1,45],"computing":[2,56],"(MEC)":[3],"offloads":[4],"computation-intensive":[5],"applications":[6],"and":[7,54,70,103,113],"overcomes":[8],"the":[9,17,51,55,90,97,106,118,122,127,131,138,142],"long":[10],"latency":[11],"by":[12,47,145],"pushing":[13],"data":[14],"traffic":[15],"towards":[16],"network":[18],"edges.":[19],"With":[20],"base":[21],"stations":[22],"(BSs)":[23],"densely":[24],"deployed":[25],"in":[26,124],"a":[27,80],"hot-spot":[28],"area":[29],"to":[30,41,44,65,88],"improve":[31],"user":[32,35],"experience,":[33],"mobile":[34],"equipments":[36],"(UEs)":[37],"have":[38],"multiple":[39],"choices":[40],"offload":[42],"tasks":[43],"servers":[46],"jointly":[48],"considering":[49],"both":[50],"channel":[52],"condition":[53],"capacity.":[57],"However,":[58],"precise":[59],"full":[60],"system":[61,91],"information":[62,92],"is":[63,86],"hard":[64],"be":[66],"synchronized":[67],"between":[68],"BSs":[69],"UEs":[71],"for":[72],"mobility":[73,83,108],"management":[74,84,109],"decision":[75],"making.":[76],"In":[77],"this":[78],"paper,":[79],"Q-Iearning":[81],"based":[82],"scheme":[85,120,140],"proposed":[87,119,139],"handle":[89],"uncertainties.":[93,128],"Each":[94],"UE":[95],"observes":[96],"task":[98,143],"delay":[99,144],"as":[100],"an":[101],"experience":[102],"automatically":[104],"learns":[105],"optimal":[107],"strategy":[110],"through":[111],"trial":[112],"error.":[114],"Simulations":[115],"show":[116],"that":[117],"manifests":[121],"superiority":[123],"dealing":[125],"with":[126,130],"Compared":[129],"traditional":[132],"received":[133],"signal":[134],"strength-based":[135],"handover":[136],"scheme,":[137],"reduces":[141],"about":[146],"30%.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":3}],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-10-10T00:00:00"}