{"id":"https://openalex.org/W4391853590","doi":"https://doi.org/10.1109/tmc.2024.3366186","title":"MoEI: Mobility-Aware Edge Inference Based on Model Partition and Service Migration","display_name":"MoEI: Mobility-Aware Edge Inference Based on Model Partition and Service Migration","publication_year":2024,"publication_date":"2024-02-15","ids":{"openalex":"https://openalex.org/W4391853590","doi":"https://doi.org/10.1109/tmc.2024.3366186"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2024.3366186","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3366186","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","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/A5029880904","display_name":"Zhicheng Liu","orcid":"https://orcid.org/0000-0001-8884-7457"},"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":"Zhicheng Liu","raw_affiliation_strings":["Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0001-8884-7457","affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111365478","display_name":"Meng Tian","orcid":"https://orcid.org/0009-0000-6428-4450"},"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":"Meng Tian","raw_affiliation_strings":["Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0000-6428-4450","affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061453937","display_name":"Mianxiong Dong","orcid":"https://orcid.org/0000-0002-2788-3451"},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mianxiong Dong","raw_affiliation_strings":["Department of Sciences and Informatics, Muroran Institute of Technology, Muroran, Hokkaido, Japan"],"raw_orcid":"https://orcid.org/0000-0002-2788-3451","affiliations":[{"raw_affiliation_string":"Department of Sciences and Informatics, Muroran Institute of Technology, Muroran, Hokkaido, Japan","institution_ids":["https://openalex.org/I41725924"]}]},{"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 Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-7223-1030","affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, 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 Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-2224-2292","affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100439619","display_name":"Cheng Zhang","orcid":"https://orcid.org/0000-0002-1744-9571"},"institutions":[{"id":"https://openalex.org/I193524592","display_name":"Tianjin University of Finance and Economics","ror":"https://ror.org/05ev1jb90","country_code":"CN","type":"education","lineage":["https://openalex.org/I193524592"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Zhang","raw_affiliation_strings":["Institute of Technology, Tianjin University of Finance and Economics, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-1744-9571","affiliations":[{"raw_affiliation_string":"Institute of Technology, Tianjin University of Finance and Economics, Tianjin, China","institution_ids":["https://openalex.org/I193524592"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4961,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.90187572,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"23","issue":"10","first_page":"9437","last_page":"9450"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9940999746322632,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9932000041007996,"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":0.8125430345535278},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.6269935369491577},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5424630641937256},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.49391061067581177},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4399261474609375},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.387889564037323},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32195425033569336},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19618040323257446}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8125430345535278},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.6269935369491577},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5424630641937256},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.49391061067581177},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4399261474609375},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.387889564037323},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32195425033569336},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19618040323257446},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2024.3366186","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3366186","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7799999713897705}],"awards":[{"id":"https://openalex.org/G545781906","display_name":"\u4e91\u8fb9\u7aef\u7f51\u7edc\u534f\u540c\u7684\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u5728\u7ebf\u51b3\u7b56\u4f18\u5316\u7814\u7a76","funder_award_id":"62072332","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"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W2107983838","https://openalex.org/W2338247131","https://openalex.org/W2736601468","https://openalex.org/W2777180355","https://openalex.org/W2808449107","https://openalex.org/W2963070605","https://openalex.org/W2970211690","https://openalex.org/W2971027212","https://openalex.org/W2980856918","https://openalex.org/W3011932893","https://openalex.org/W3012937069","https://openalex.org/W3033105525","https://openalex.org/W3037377931","https://openalex.org/W3047565185","https://openalex.org/W3048576316","https://openalex.org/W3083715619","https://openalex.org/W3093878734","https://openalex.org/W3100019413","https://openalex.org/W3101035883","https://openalex.org/W3105649577","https://openalex.org/W3107207569","https://openalex.org/W3110777925","https://openalex.org/W3111321464","https://openalex.org/W3120750232","https://openalex.org/W3130689885","https://openalex.org/W3134823279","https://openalex.org/W3156711202","https://openalex.org/W3161432682","https://openalex.org/W3165698711","https://openalex.org/W3169749941","https://openalex.org/W3169922528","https://openalex.org/W3187994230","https://openalex.org/W3193397333","https://openalex.org/W3202663365","https://openalex.org/W3203452446","https://openalex.org/W3203814575","https://openalex.org/W3203864086","https://openalex.org/W3214374352","https://openalex.org/W4200337351","https://openalex.org/W4205274477","https://openalex.org/W4281554877","https://openalex.org/W4283206588","https://openalex.org/W4283214614","https://openalex.org/W4283219818","https://openalex.org/W4285257856","https://openalex.org/W4285261368","https://openalex.org/W4285678623","https://openalex.org/W4302931966","https://openalex.org/W4312199008","https://openalex.org/W4312326088","https://openalex.org/W4315629633","https://openalex.org/W4319988720","https://openalex.org/W4321487994","https://openalex.org/W4321618026","https://openalex.org/W4387870128","https://openalex.org/W6741002519"],"related_works":["https://openalex.org/W2055243143","https://openalex.org/W3161249280","https://openalex.org/W2267059662","https://openalex.org/W2364268683","https://openalex.org/W4388411807","https://openalex.org/W1519906715","https://openalex.org/W2478803962","https://openalex.org/W4321636575","https://openalex.org/W3169430512","https://openalex.org/W1986418932"],"abstract_inverted_index":{"Deep":[0],"neural":[1],"networks":[2],"are":[3],"the":[4,33,39,45,71,80,91,107,110,150,155,159,164,167,175,193],"cornerstone":[5],"of":[6,35,42,48,74,93,109,158,166,174,182,184,192],"many":[7],"mobile":[8,23,95,133],"intelligent":[9],"systems,":[10],"and":[11,44,97,113],"their":[12],"inference":[13,21,36],"processes":[14],"bring":[15],"about":[16],"computation-intensive":[17],"tasks.":[18],"Device-edge":[19],"cooperative":[20],"in":[22,90,138],"edge":[24,98],"computing":[25],"provides":[26],"a":[27,61,85,139,146],"fine-grained":[28],"processing":[29],"method":[30],"to":[31,53,69,105,131,135,153],"migrate":[32],"burden":[34],"computation.":[37],"However,":[38],"geographical":[40],"dispersion":[41],"resources":[43],"mobility":[46],"pattern":[47],"devices":[49,96,134],"pose":[50],"scheduling":[51,63],"issues":[52],"be":[54],"considered.":[55],"In":[56],"this":[57],"paper,":[58],"we":[59,78,101,122,144],"propose":[60,114,123],"task":[62],"framework":[64],"for":[65],"such":[66],"device-edge":[67],"systems":[68],"improve":[70,154],"pipeline":[72,172],"time":[73,173],"model":[75],"inference.":[76],"First,":[77],"consider":[79],"resource":[81],"provisioning":[82],"strategy":[83],"with":[84],"pre-fetching":[86],"service":[87],"migration":[88],"setting":[89],"environment":[92],"multiple":[94],"nodes.":[99],"Then,":[100],"leverage":[102],"game":[103],"theory":[104],"analyze":[106],"property":[108],"decision-making":[111],"process":[112],"an":[115,124],"offline":[116,195],"algorithm":[117,125,152,178],"under":[118],"complete":[119],"information.":[120],"Next,":[121],"based":[126],"on":[127],"proximal":[128],"policy":[129],"optimization":[130],"enable":[132],"make":[136],"decisions":[137],"distributed":[140],"online":[141,151,177],"manner.":[142],"Further,":[143],"adopt":[145],"memory":[147],"mechanism":[148],"into":[149],"decision-makers'":[156],"understanding":[157],"system":[160],"environment.":[161],"Experiments":[162],"demonstrate":[163],"effectiveness":[165],"two":[168],"algorithms.":[169],"The":[170],"average":[171],"proposed":[176,194],"is":[179,188],"only":[180],"61.44%":[181],"that":[183,191],"local":[185],"processing,":[186],"which":[187],"1.196":[189],"times":[190],"algorithm.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}