{"id":"https://openalex.org/W2769635888","doi":"https://doi.org/10.1109/jiot.2017.2776252","title":"MAGA: A Mobility-Aware Computation Offloading Decision for Distributed Mobile Cloud Computing","display_name":"MAGA: A Mobility-Aware Computation Offloading Decision for Distributed Mobile Cloud Computing","publication_year":2017,"publication_date":"2017-11-23","ids":{"openalex":"https://openalex.org/W2769635888","doi":"https://doi.org/10.1109/jiot.2017.2776252","mag":"2769635888"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2017.2776252","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2017.2776252","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Internet of Things Journal","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/A5015067450","display_name":"Yan Shi","orcid":"https://orcid.org/0000-0001-7824-4708"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Shi","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7824-4708","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086645962","display_name":"Shanzhi Chen","orcid":"https://orcid.org/0000-0002-5409-8168"},"institutions":[{"id":"https://openalex.org/I4210136246","display_name":"China Telecom (China)","ror":"https://ror.org/03jgnzt20","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210136246"]},{"id":"https://openalex.org/I4391767964","display_name":"State Key Laboratory of Wireless Mobile Communications","ror":"https://ror.org/02j79dc41","country_code":null,"type":"facility","lineage":["https://openalex.org/I4210162623","https://openalex.org/I4391767964"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shanzhi Chen","raw_affiliation_strings":["State Key Laboratory of Wireless Mobile Communications, China Academy of Telecommunication Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5409-8168","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Wireless Mobile Communications, China Academy of Telecommunication Technology, Beijing, China","institution_ids":["https://openalex.org/I4210136246","https://openalex.org/I4391767964"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102099692","display_name":"Xiang Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Xu","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.6668,"has_fulltext":false,"cited_by_count":89,"citation_normalized_percentile":{"value":0.96864278,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"5","issue":"1","first_page":"164","last_page":"174"},"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/T12079","display_name":"IoT Networks and Protocols","score":0.9930999875068665,"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/T13553","display_name":"Age of Information Optimization","score":0.992900013923645,"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":0.888534665107727},{"id":"https://openalex.org/keywords/cloudlet","display_name":"Cloudlet","score":0.6387344598770142},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6298702359199524},{"id":"https://openalex.org/keywords/mobile-cloud-computing","display_name":"Mobile cloud computing","score":0.5811793804168701},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5447576642036438},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5375153422355652},{"id":"https://openalex.org/keywords/mobility-model","display_name":"Mobility model","score":0.5182178616523743},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.5180942416191101},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.5164673328399658},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.38672322034835815},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.17620721459388733},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07776957750320435}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.888534665107727},{"id":"https://openalex.org/C2781055072","wikidata":"https://www.wikidata.org/wiki/Q25325266","display_name":"Cloudlet","level":3,"score":0.6387344598770142},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6298702359199524},{"id":"https://openalex.org/C2779191767","wikidata":"https://www.wikidata.org/wiki/Q6887075","display_name":"Mobile cloud computing","level":3,"score":0.5811793804168701},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5447576642036438},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5375153422355652},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.5182178616523743},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.5180942416191101},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.5164673328399658},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.38672322034835815},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.17620721459388733},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07776957750320435}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2017.2776252","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2017.2776252","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G577839264","display_name":null,"funder_award_id":"61731004","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7799965978","display_name":null,"funder_award_id":"61425012","funder_id":"https://openalex.org/F4320336125","funder_display_name":"National Science Fund for Distinguished Young Scholars"},{"id":"https://openalex.org/G971241947","display_name":null,"funder_award_id":"2017ZX03001014","funder_id":"https://openalex.org/F4320311778","funder_display_name":"China Association for Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320311778","display_name":"China Association for Science and Technology","ror":"https://ror.org/035vmht26"},{"id":"https://openalex.org/F4320336125","display_name":"National Science Fund for Distinguished Young Scholars","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W182605591","https://openalex.org/W1888631000","https://openalex.org/W1966769064","https://openalex.org/W1971901219","https://openalex.org/W1986293551","https://openalex.org/W1987228002","https://openalex.org/W1989480108","https://openalex.org/W2001672212","https://openalex.org/W2012423440","https://openalex.org/W2021816866","https://openalex.org/W2023380813","https://openalex.org/W2058487224","https://openalex.org/W2067398275","https://openalex.org/W2068300842","https://openalex.org/W2069211379","https://openalex.org/W2080346852","https://openalex.org/W2085796832","https://openalex.org/W2087612811","https://openalex.org/W2097867746","https://openalex.org/W2101788345","https://openalex.org/W2104237724","https://openalex.org/W2114623221","https://openalex.org/W2120744185","https://openalex.org/W2123995801","https://openalex.org/W2126462381","https://openalex.org/W2129636357","https://openalex.org/W2135099885","https://openalex.org/W2149150688","https://openalex.org/W2160886020","https://openalex.org/W2169033800","https://openalex.org/W2195423816","https://openalex.org/W2343908699","https://openalex.org/W2466695848","https://openalex.org/W2472333518","https://openalex.org/W2476626105","https://openalex.org/W2486013602","https://openalex.org/W2486687030","https://openalex.org/W2498105978","https://openalex.org/W2547727199","https://openalex.org/W2587594232","https://openalex.org/W2610628314","https://openalex.org/W3122087971","https://openalex.org/W3150948256","https://openalex.org/W4237524159","https://openalex.org/W6607432528","https://openalex.org/W6678417823","https://openalex.org/W6721053999"],"related_works":["https://openalex.org/W2010302594","https://openalex.org/W2318393221","https://openalex.org/W2583038577","https://openalex.org/W2968448816","https://openalex.org/W3091049806","https://openalex.org/W3005452409","https://openalex.org/W2125349425","https://openalex.org/W2896518040","https://openalex.org/W2122610769","https://openalex.org/W1921506173"],"abstract_inverted_index":{"Distributed":[0],"mobile":[1,15,61,106],"cloud":[2,12],"computing":[3],"(MCC)":[4],"is":[5,21,74,92,109,123],"the":[6,131],"new":[7],"paradigm":[8],"for":[9,89,97,113,125],"providing":[10],"ubiquitous":[11],"resources":[13],"to":[14,58],"users":[16,48],"with":[17],"low":[18],"latency.":[19],"Mobility":[20],"an":[22],"important":[23],"factor":[24],"in":[25,94,111],"distributed":[26,90],"MCC":[27,91],"which":[28],"may":[29],"incur":[30],"intermittent":[31],"connectivity":[32],"and":[33,53,72,100],"consequently":[34],"fail":[35],"computation":[36],"offloading":[37,86,102,126],"requests.":[38],"Latest":[39],"researches":[40],"on":[41,66],"human":[42],"mobility":[43,46,80],"show":[44,130],"that":[45],"of":[47,134],"present":[49],"inherent":[50],"patterns,":[51],"periodicity,":[52],"predictability.":[54],"This":[55],"motivates":[56],"us":[57],"propose":[59],"a":[60,84],"access":[62,107],"prediction":[63,108],"algorithm":[64,122],"based":[65],"tail":[67],"matching":[68],"subsequence,":[69],"whose":[70],"effectiveness":[71],"accuracy":[73],"validated":[75],"by":[76],"experiments":[77],"using":[78],"reality":[79],"dataset.":[81],"Then":[82],"MAGA,":[83],"mobility-aware":[85],"decision":[87],"method":[88],"proposed":[93,105],"this":[95],"paper":[96],"single-job,":[98],"multicomponent,":[99],"multisite":[101],"scenario.":[103],"The":[104],"used":[110,124],"MAGA":[112],"cloudlet":[114],"reliability":[115],"estimation.":[116],"An":[117],"integer":[118],"encoding-based":[119],"adaptive":[120],"genetic":[121],"decision.":[127],"Experiment":[128],"results":[129],"performance":[132],"advantages":[133],"MAGA.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":10}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}