{"id":"https://openalex.org/W3192446697","doi":"https://doi.org/10.1109/icc42927.2021.9500595","title":"HTR: A Joint Approach for Task Offloading and Resource Allocation in Mobile Edge Computing","display_name":"HTR: A Joint Approach for Task Offloading and Resource Allocation in Mobile Edge Computing","publication_year":2021,"publication_date":"2021-06-01","ids":{"openalex":"https://openalex.org/W3192446697","doi":"https://doi.org/10.1109/icc42927.2021.9500595","mag":"3192446697"},"language":"en","primary_location":{"id":"doi:10.1109/icc42927.2021.9500595","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc42927.2021.9500595","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2021 - IEEE International Conference on Communications","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/A5100384099","display_name":"Zilong Wang","orcid":"https://orcid.org/0000-0002-1525-3356"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zilong Wang","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077298638","display_name":"Hongwei Du","orcid":"https://orcid.org/0000-0002-5312-4037"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongwei Du","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100417952","display_name":"Qiang Ye","orcid":"https://orcid.org/0000-0001-6311-5970"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Qiang Ye","raw_affiliation_strings":["Faculty of Computer Science, Dalhousie University, Halifax, Canada"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Dalhousie University, Halifax, Canada","institution_ids":["https://openalex.org/I129902397"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100384099"],"corresponding_institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":1.9866,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.86869578,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"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/T13553","display_name":"Age of Information Optimization","score":0.9951000213623047,"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":0.9882000088691711,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.854396641254425},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8218032121658325},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6911815404891968},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6516807079315186},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.6101919412612915},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6082350611686707},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5621131062507629},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5482988953590393},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.5407035946846008},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.49397069215774536},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.471848726272583},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.47033509612083435},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.40435218811035156},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0827147364616394},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07566127181053162}],"concepts":[{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.854396641254425},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8218032121658325},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6911815404891968},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6516807079315186},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.6101919412612915},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6082350611686707},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5621131062507629},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5482988953590393},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.5407035946846008},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.49397069215774536},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.471848726272583},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.47033509612083435},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.40435218811035156},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0827147364616394},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07566127181053162},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc42927.2021.9500595","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc42927.2021.9500595","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2021 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1696146724","https://openalex.org/W2069211379","https://openalex.org/W2080346852","https://openalex.org/W2131646073","https://openalex.org/W2344423009","https://openalex.org/W2482293012","https://openalex.org/W2525400794","https://openalex.org/W2608841173","https://openalex.org/W2748896792","https://openalex.org/W2898839547","https://openalex.org/W2898969273","https://openalex.org/W2921712339","https://openalex.org/W2946574388","https://openalex.org/W2947215778","https://openalex.org/W2982509715","https://openalex.org/W3012090121","https://openalex.org/W3103591951","https://openalex.org/W3110843205","https://openalex.org/W3122087971","https://openalex.org/W6762786371","https://openalex.org/W6786782826"],"related_works":["https://openalex.org/W4200420173","https://openalex.org/W3120617837","https://openalex.org/W3127808443","https://openalex.org/W2916011811","https://openalex.org/W3034137700","https://openalex.org/W4362496467","https://openalex.org/W2896883851","https://openalex.org/W2917127270","https://openalex.org/W3185499500","https://openalex.org/W3014317926"],"abstract_inverted_index":{"With":[0,145],"the":[1,23,51,81,91,111,115,118,123,133,138,141,150,168,171],"proliferation":[2],"of":[3,34,37,53,93,114,130],"wireless":[4],"networks,":[5],"such":[6],"as":[7,101],"WiFi":[8],"and":[9,42,58,84,96,153],"LTE/5G,":[10],"Mobile":[11],"Edge":[12],"Computing":[13],"(MEC),":[14],"is":[15,32,99],"expected":[16],"to":[17,22,66,117],"be":[18,67,158],"a":[19,102],"promising":[20],"solution":[21,116],"resource":[24,59,85,97,134,154],"constraint":[25],"problem":[26,87,92,125,136,156],"in":[27,88],"mobile":[28],"devices.":[29],"Technically,":[30],"MEC":[31],"composed":[33],"two":[35,63,127],"types":[36],"devices:":[38],"resource-hungry":[39],"end":[40],"devices":[41],"resource-rich":[43],"base":[44],"stations":[45],"equipped":[46],"with":[47,160],"edge":[48],"servers.":[49],"Despite":[50],"popularity":[52],"MEC,":[54],"efficient":[55],"task":[56,82,94,142,151,173],"offloading":[57,83,95,143,152],"allocation":[60,86,98,135,155,175],"have":[61],"been":[62],"challenging":[64],"problems":[65],"tackled.":[68],"In":[69],"this":[70,146],"paper,":[71],"we":[72],"propose":[73],"an":[74],"innovative":[75],"scheme,":[76],"HTR,":[77],"that":[78],"jointly":[79],"solves":[80,132],"MEC.":[89],"Specifically,":[90],"formulated":[100],"Mixed":[103],"Integer":[104],"Non-Linear":[105],"Programming":[106],"(MINLP)":[107],"problem.":[108],"To":[109],"reduce":[110],"computation":[112,162],"complexity":[113],"MINLP":[119,124],"problem,":[120],"HTR":[121,169],"decouples":[122],"into":[126],"sub-problems:":[128],"one":[129],"them":[131],"while":[137],"other":[139],"tackles":[140],"issue.":[144],"carefully-designed":[147],"approach,":[148],"both":[149],"could":[157],"solved":[159],"light":[161],"complexity.":[163],"Our":[164],"experiment":[165],"results":[166],"indicate":[167],"outperforms":[170],"existing":[172],"offloading/resource":[174],"schemes.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}