{"id":"https://openalex.org/W2783988488","doi":"https://doi.org/10.1109/glocom.2017.8253985","title":"Privacy-Aware Offloading in Mobile-Edge Computing","display_name":"Privacy-Aware Offloading in Mobile-Edge Computing","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2783988488","doi":"https://doi.org/10.1109/glocom.2017.8253985","mag":"2783988488"},"language":"en","primary_location":{"id":"doi:10.1109/glocom.2017.8253985","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2017.8253985","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2017 - 2017 IEEE Global Communications Conference","raw_type":"proceedings-article"},"type":"conference-paper","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/A5077587039","display_name":"Xiaofan He","orcid":"https://orcid.org/0000-0002-9254-9062"},"institutions":[{"id":"https://openalex.org/I177898655","display_name":"Lamar University","ror":"https://ror.org/008ms5s18","country_code":"US","type":"education","lineage":["https://openalex.org/I177898655"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaofan He","raw_affiliation_strings":["EE Dept., Lamar University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EE Dept., Lamar University","institution_ids":["https://openalex.org/I177898655"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100446312","display_name":"Juan Liu","orcid":"https://orcid.org/0000-0002-8456-203X"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juan Liu","raw_affiliation_strings":["EE Dept., Ningbo University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EE Dept., Ningbo University","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070646892","display_name":"Richeng Jin","orcid":"https://orcid.org/0000-0002-1480-585X"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richeng Jin","raw_affiliation_strings":["ECE Dept., North Carolina State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE Dept., North Carolina State University","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027155270","display_name":"Huaiyu Dai","orcid":"https://orcid.org/0000-0002-0078-4891"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huaiyu Dai","raw_affiliation_strings":["ECE Dept., North Carolina State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE Dept., North Carolina State University","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.8449,"has_fulltext":false,"cited_by_count":109,"citation_normalized_percentile":{"value":0.96712484,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9987999796867371,"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/T13553","display_name":"Age of Information Optimization","score":0.9945999979972839,"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":0.8808804154396057},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.690780758857727},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.6715488433837891},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.6320034265518188},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6281205415725708},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.595471203327179},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5403611063957214},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.538682222366333},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5309122800827026},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4841955006122589},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4824026823043823},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.47903648018836975},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.43068650364875793},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.41836875677108765},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.38846510648727417},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.2972230911254883},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12763985991477966}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8808804154396057},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.690780758857727},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.6715488433837891},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.6320034265518188},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6281205415725708},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.595471203327179},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5403611063957214},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.538682222366333},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5309122800827026},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4841955006122589},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4824026823043823},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.47903648018836975},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.43068650364875793},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.41836875677108765},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.38846510648727417},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.2972230911254883},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12763985991477966},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/glocom.2017.8253985","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2017.8253985","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2017 - 2017 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8899999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W182605591","https://openalex.org/W1518931405","https://openalex.org/W2016267457","https://openalex.org/W2035311901","https://openalex.org/W2050409719","https://openalex.org/W2058300150","https://openalex.org/W2070570138","https://openalex.org/W2077673877","https://openalex.org/W2092820878","https://openalex.org/W2109426455","https://openalex.org/W2123117904","https://openalex.org/W2129141174","https://openalex.org/W2195423816","https://openalex.org/W2262390119","https://openalex.org/W2293247967","https://openalex.org/W2322524800","https://openalex.org/W2344423009","https://openalex.org/W2400861403","https://openalex.org/W2547443968","https://openalex.org/W2547727199","https://openalex.org/W2585277580","https://openalex.org/W2963477597","https://openalex.org/W2963529364","https://openalex.org/W2964335916","https://openalex.org/W3103591951","https://openalex.org/W4246789570","https://openalex.org/W4299370734","https://openalex.org/W6607432528","https://openalex.org/W6692700498"],"related_works":["https://openalex.org/W4200420173","https://openalex.org/W3120617837","https://openalex.org/W3127808443","https://openalex.org/W2916011811","https://openalex.org/W4362496467","https://openalex.org/W2917127270","https://openalex.org/W2896883851","https://openalex.org/W3185499500","https://openalex.org/W2962856838","https://openalex.org/W2796352555"],"abstract_inverted_index":{"Recently,":[0],"mobile-edge":[1],"computing":[2],"(MEC)":[3],"emerges":[4],"as":[5],"a":[6,110,141],"promising":[7],"paradigm":[8],"to":[9,24,30,44,52,72,129,150],"enable":[10],"computation":[11,28],"intensive":[12],"and":[13,59,98,135],"delay-sensitive":[14],"applications":[15],"at":[16],"resource":[17],"limited":[18],"mobile":[19,74,127],"devices":[20],"by":[21,88],"allowing":[22],"them":[23],"offload":[25],"their":[26],"heavy":[27],"tasks":[29],"nearby":[31],"MEC":[32],"servers":[33],"through":[34],"wireless":[35,62,90],"communications.":[36],"A":[37],"substantial":[38],"body":[39],"of":[40,55,67,94,144,154],"literature":[41],"is":[42,77,122],"devoted":[43],"developing":[45],"efficient":[46],"scheduling":[47,120],"algorithms":[48],"that":[49],"can":[50],"adapt":[51],"the":[53,57,60,65,73,89,126,131,152,155],"dynamics":[54],"both":[56],"system":[58],"ambient":[61],"environments.":[63],"However,":[64],"influence":[66],"these":[68,106],"task":[69,91,118],"offloading":[70,92,119],"schemes":[71],"users'":[75],"privacy":[76,85,97,108],"largely":[78],"ignored.":[79],"In":[80],"this":[81],"work,":[82],"two":[83,107],"potential":[84],"issues":[86],"induced":[87],"feature":[93],"MEC,":[95],"location":[96],"usage":[99],"pattern":[100],"privacy,":[101],"are":[102,148],"identified.":[103],"To":[104],"address":[105],"issues,":[109],"constrained":[111],"Markov":[112],"decision":[113],"process":[114],"(CMDP)":[115],"based":[116],"privacy-aware":[117],"algorithm":[121],"proposed,":[123],"which":[124],"allows":[125],"device":[128],"achieve":[130],"best":[132],"possible":[133],"delay":[134],"energy":[136],"consumption":[137],"performance":[138],"while":[139],"maintain":[140],"pre-specified":[142],"level":[143],"privacy.":[145],"Numerical":[146],"results":[147],"presented":[149],"corroborate":[151],"effectiveness":[153],"proposed":[156],"algorithm.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}