{"id":"https://openalex.org/W2970120675","doi":"https://doi.org/10.1109/tcc.2019.2938504","title":"Lyapunov Optimization-Based Trade-Off Policy for Mobile Cloud Offloading in Heterogeneous Wireless Networks","display_name":"Lyapunov Optimization-Based Trade-Off Policy for Mobile Cloud Offloading in Heterogeneous Wireless Networks","publication_year":2019,"publication_date":"2019-08-30","ids":{"openalex":"https://openalex.org/W2970120675","doi":"https://doi.org/10.1109/tcc.2019.2938504","mag":"2970120675"},"language":"en","primary_location":{"id":"doi:10.1109/tcc.2019.2938504","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2019.2938504","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"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 Transactions on Cloud 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/A5082446723","display_name":"Yun Li","orcid":"https://orcid.org/0000-0001-8477-8845"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Li","raw_affiliation_strings":["Chongqing Key Lab of Mobile Communications Technology, Chongqing University of Post and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-8477-8845","affiliations":[{"raw_affiliation_string":"Chongqing Key Lab of Mobile Communications Technology, Chongqing University of Post and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000990003","display_name":"Shichao Xia","orcid":"https://orcid.org/0000-0003-2418-9736"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shichao Xia","raw_affiliation_strings":["Chongqing Key Lab of Mobile Communications Technology, Chongqing University of Post and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-2418-9736","affiliations":[{"raw_affiliation_string":"Chongqing Key Lab of Mobile Communications Technology, Chongqing University of Post and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035063307","display_name":"Mengyan Zheng","orcid":"https://orcid.org/0000-0001-7576-6682"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengyan Zheng","raw_affiliation_strings":["Chongqing Key Lab of Mobile Communications Technology, Chongqing University of Post and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-7576-6682","affiliations":[{"raw_affiliation_string":"Chongqing Key Lab of Mobile Communications Technology, Chongqing University of Post and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000734023","display_name":"Bin Cao","orcid":"https://orcid.org/0000-0001-8839-243X"},"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":"Bin Cao","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8839-243X","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":"last","author":{"id":"https://openalex.org/A5004081553","display_name":"Qilie Liu","orcid":"https://orcid.org/0000-0002-0889-4745"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qilie Liu","raw_affiliation_strings":["Chongqing Key Lab of Mobile Communications Technology, Chongqing University of Post and Telecommunications, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Key Lab of Mobile Communications Technology, Chongqing University of Post and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.7606,"has_fulltext":false,"cited_by_count":133,"citation_normalized_percentile":{"value":0.9907387,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"10","issue":"1","first_page":"491","last_page":"505"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9965999722480774,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9954000115394592,"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/cloud-computing","display_name":"Cloud computing","score":0.7525438070297241},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.736667275428772},{"id":"https://openalex.org/keywords/lyapunov-optimization","display_name":"Lyapunov optimization","score":0.5844488143920898},{"id":"https://openalex.org/keywords/mobile-cloud-computing","display_name":"Mobile cloud computing","score":0.5050280690193176},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.46416929364204407},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43688973784446716},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4214729964733124},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15016773343086243},{"id":"https://openalex.org/keywords/lyapunov-redesign","display_name":"Lyapunov redesign","score":0.12682488560676575},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10717740654945374},{"id":"https://openalex.org/keywords/lyapunov-exponent","display_name":"Lyapunov exponent","score":0.08851733803749084},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08847677707672119}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7525438070297241},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.736667275428772},{"id":"https://openalex.org/C101403955","wikidata":"https://www.wikidata.org/wiki/Q6707083","display_name":"Lyapunov optimization","level":5,"score":0.5844488143920898},{"id":"https://openalex.org/C2779191767","wikidata":"https://www.wikidata.org/wiki/Q6887075","display_name":"Mobile cloud computing","level":3,"score":0.5050280690193176},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.46416929364204407},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43688973784446716},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4214729964733124},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15016773343086243},{"id":"https://openalex.org/C37935115","wikidata":"https://www.wikidata.org/wiki/Q6707085","display_name":"Lyapunov redesign","level":4,"score":0.12682488560676575},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10717740654945374},{"id":"https://openalex.org/C191544260","wikidata":"https://www.wikidata.org/wiki/Q1238630","display_name":"Lyapunov exponent","level":3,"score":0.08851733803749084},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08847677707672119},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcc.2019.2938504","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2019.2938504","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"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 Transactions on Cloud Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4000000059604645,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1969047346","display_name":null,"funder_award_id":"CSTCCXLJRC201908","funder_id":"https://openalex.org/F4320330195","funder_display_name":"Chongqing Science and Technology Innovation Leading Talent Support Program"},{"id":"https://openalex.org/G3869043428","display_name":"\u9762\u5411\u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97\u7684\u4efb\u52a1\u8fc1\u79fb\u53ca\u5176\u8d44\u6e90\u5206\u914d\u8054\u5408\u4f18\u5316\u7b97\u6cd5\u548c\u51b3\u7b56\u673a\u5236\u7814\u7a76","funder_award_id":"61701059","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5014806590","display_name":"\u5bc6\u96c6\u5f02\u6784Macro-femto\u8702\u7a9d\u7f51\u7edc\u80fd\u6548\u4f18\u5316\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61671096","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5199155961","display_name":null,"funder_award_id":"CSTCCXLJRC201710","funder_id":"https://openalex.org/F4320330195","funder_display_name":"Chongqing Science and Technology Innovation Leading Talent Support Program"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320330195","display_name":"Chongqing Science and Technology Innovation Leading Talent Support Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W347166089","https://openalex.org/W1132499993","https://openalex.org/W1508575759","https://openalex.org/W1532120511","https://openalex.org/W1579258484","https://openalex.org/W1968578081","https://openalex.org/W1970756365","https://openalex.org/W1984255960","https://openalex.org/W1987328208","https://openalex.org/W1995428724","https://openalex.org/W2005798681","https://openalex.org/W2023380813","https://openalex.org/W2025658534","https://openalex.org/W2032552610","https://openalex.org/W2033180428","https://openalex.org/W2043794511","https://openalex.org/W2048265057","https://openalex.org/W2056867625","https://openalex.org/W2058554289","https://openalex.org/W2059605082","https://openalex.org/W2066744624","https://openalex.org/W2067145091","https://openalex.org/W2068300842","https://openalex.org/W2069211379","https://openalex.org/W2070481112","https://openalex.org/W2071826029","https://openalex.org/W2074808567","https://openalex.org/W2075410792","https://openalex.org/W2080346852","https://openalex.org/W2086574394","https://openalex.org/W2090849497","https://openalex.org/W2102237725","https://openalex.org/W2116175219","https://openalex.org/W2129021586","https://openalex.org/W2133268018","https://openalex.org/W2135099885","https://openalex.org/W2155840492","https://openalex.org/W2195423816","https://openalex.org/W2343896184","https://openalex.org/W2343908699","https://openalex.org/W2486013602","https://openalex.org/W2511594923","https://openalex.org/W2523812888","https://openalex.org/W2524591840","https://openalex.org/W2525414919","https://openalex.org/W2526828656","https://openalex.org/W2534222534","https://openalex.org/W2594817811","https://openalex.org/W2610628314","https://openalex.org/W2621289772","https://openalex.org/W2728160631","https://openalex.org/W2800305275","https://openalex.org/W2805265729","https://openalex.org/W3148179782","https://openalex.org/W4244390351","https://openalex.org/W4250589301","https://openalex.org/W4297972233","https://openalex.org/W4301852635","https://openalex.org/W6607432528"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W3142190516","https://openalex.org/W2480717762","https://openalex.org/W2781935635","https://openalex.org/W2074254449","https://openalex.org/W2888846052","https://openalex.org/W2605475893","https://openalex.org/W2498105978","https://openalex.org/W1939285654","https://openalex.org/W2792485016"],"abstract_inverted_index":{"In":[0,84],"order":[1],"to":[2,29,62,92,106,126],"improve":[3],"mobile":[4,8,22,52,95],"users\u2019":[5,96],"service":[6],"experience,":[7],"cloud":[9,40],"computing":[10,35],"(MCC)":[11],"is":[12,90,104,124,143],"promoted.":[13],"Although":[14],"MCC":[15],"can":[16],"alleviate":[17],"the":[18,30,59,68,77,94,128,151,161],"burdens":[19,69],"of":[20,51,70,150],"Smart":[21],"devices":[23],"(SMDs)":[24],"by":[25],"offloading":[26,49,60,78,98,111,130,154],"computation-intensive":[27],"applications":[28],"cloud,":[31],"it":[32],"also":[33],"aggravates":[34],"and":[36,42,100,113,160],"storage":[37],"overheads":[38,65],"in":[39,80],"centers":[41],"bandwidth":[43],"overhead":[44],"on":[45],"wireless":[46,82],"links":[47],"for":[48,156,166],"workloads":[50],"users.":[53],"Therefore,":[54],"we":[55,75],"should":[56],"carefully":[57],"design":[58],"policy":[61,79],"decrease":[63],"these":[64],"while":[66],"easing":[67],"SMDs.":[71],"To":[72],"this":[73,85],"end,":[74],"investigate":[76],"heterogeneous":[81],"networks.":[83],"paper,":[86],"a":[87,120,138],"queue":[88,114],"model":[89],"built":[91],"formulate":[93],"workload":[97],"problem":[99],"Lyapunov":[101],"optimization":[102,122,153],"framework":[103],"proposed":[105,125],"make":[107],"trade-off":[108],"between":[109],"system":[110],"utility":[112],"backlog.":[115],"For":[116],"deterministic":[117,157],"WiFi":[118,135,158,168],"connections,":[119],"Lagrangian":[121,152],"method":[123,142,155,165],"decide":[127],"optimal":[129],"workloads.":[131],"Furthermore,":[132],"considering":[133],"random":[134,167],"connection":[136,159],"durations,":[137],"multi-stage":[139,162],"stochastic":[140,163],"programming":[141,164],"proposed.":[144],"The":[145],"experimental":[146],"results":[147],"show":[148],"effectiveness":[149],"connection.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":35},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":22},{"year":2020,"cited_by_count":29},{"year":2019,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
