{"id":"https://openalex.org/W2998266342","doi":"https://doi.org/10.1109/jiot.2019.2963371","title":"Learning-Based Context-Aware Resource Allocation for Edge-Computing-Empowered Industrial IoT","display_name":"Learning-Based Context-Aware Resource Allocation for Edge-Computing-Empowered Industrial IoT","publication_year":2019,"publication_date":"2019-12-31","ids":{"openalex":"https://openalex.org/W2998266342","doi":"https://doi.org/10.1109/jiot.2019.2963371","mag":"2998266342"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2019.2963371","doi":"https://doi.org/10.1109/jiot.2019.2963371","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2019.2963371","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,"listed_in":["ccf-c","cwts-core","dongbi-b","jufo-2","norway-2","poland-200","russia-white-list-1"],"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"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://e-space.mmu.ac.uk/625219/1/2020-IEEE%20IoT-Learning-Based%20Context-Aware%20Resource.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068956515","display_name":"Haijun Liao","orcid":"https://orcid.org/0000-0002-5936-9246","observed_orcids":["https://orcid.org/0000-0002-5936-9246"]},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]},{"id":"https://openalex.org/I4391767892","display_name":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources","ror":"https://ror.org/045hfth47","country_code":"CN","type":"facility","lineage":["https://openalex.org/I153473198","https://openalex.org/I4391767892"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haijun Liao","raw_affiliation_strings":["State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources and the School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources and the School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4391767892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039042766","display_name":"Zhenyu Zhou","orcid":"https://orcid.org/0000-0002-3344-4463","observed_orcids":["https://orcid.org/0000-0002-3344-4463","https://orcid.org/0000-0001-7195-9313"]},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]},{"id":"https://openalex.org/I4391767892","display_name":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources","ror":"https://ror.org/045hfth47","country_code":"CN","type":"facility","lineage":["https://openalex.org/I153473198","https://openalex.org/I4391767892"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyu Zhou","raw_affiliation_strings":["State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources and the School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3344-4463","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources and the School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4391767892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046575943","display_name":"Xiongwen Zhao","orcid":"https://orcid.org/0000-0001-9421-4795","observed_orcids":["https://orcid.org/0000-0001-9421-4795"]},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]},{"id":"https://openalex.org/I4391767892","display_name":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources","ror":"https://ror.org/045hfth47","country_code":"CN","type":"facility","lineage":["https://openalex.org/I153473198","https://openalex.org/I4391767892"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiongwen Zhao","raw_affiliation_strings":["State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources and the School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9421-4795","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources and the School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4391767892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100746462","display_name":"Lei Zhang","orcid":"https://orcid.org/0009-0002-5132-4251","observed_orcids":["https://orcid.org/0009-0002-5132-4251"]},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]},{"id":"https://openalex.org/I4405272962","display_name":"State Grid Shandong Electric Power Company (China)","ror":"https://ror.org/051hz3762","country_code":"CN","type":"company","lineage":["https://openalex.org/I4405272962"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["State Grid Corporation of China, Shandong Electric Power Research Institute, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Corporation of China, Shandong Electric Power Research Institute, Jinan, China","institution_ids":["https://openalex.org/I17442442","https://openalex.org/I4405272962"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056209905","display_name":"Shahid Mumtaz","orcid":"https://orcid.org/0000-0001-6364-6149","observed_orcids":["https://orcid.org/0000-0001-6364-6149"]},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Shahid Mumtaz","raw_affiliation_strings":["Instituto de Telecomunica\u00e7\u00f5es, Aveiro, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-6364-6149","affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, Aveiro, Portugal","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045461052","display_name":"Alireza Jolfaei","orcid":"https://orcid.org/0000-0001-7818-459X","observed_orcids":["https://orcid.org/0000-0001-7818-459X"]},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Alireza Jolfaei","raw_affiliation_strings":["Department of Computing, Macquarie University, Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0001-7818-459X","affiliations":[{"raw_affiliation_string":"Department of Computing, Macquarie University, Sydney, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108137051","display_name":"Syed Hassan Ahmed","orcid":"https://orcid.org/0000-0002-1381-5095","observed_orcids":["https://orcid.org/0000-0002-1381-5095"]},"institutions":[{"id":"https://openalex.org/I39815113","display_name":"Georgia Southern University","ror":"https://ror.org/04agmb972","country_code":"US","type":"education","lineage":["https://openalex.org/I39815113"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Syed Hassan Ahmed","raw_affiliation_strings":["Department of Electrical and Computer Science, Georgia Southern University, Statesboro, USA"],"raw_orcid":"https://orcid.org/0000-0002-1381-5095","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Science, Georgia Southern University, Statesboro, USA","institution_ids":["https://openalex.org/I39815113"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088617561","display_name":"Ali Kashif Bashir","orcid":"https://orcid.org/0000-0003-2601-9327","observed_orcids":["https://orcid.org/0000-0003-2601-9327"]},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ali Kashif Bashir","raw_affiliation_strings":["Department of Computing and Mathematics, Manchester Metropolitan University, Manchester, U.K"],"raw_orcid":"https://orcid.org/0000-0003-2601-9327","affiliations":[{"raw_affiliation_string":"Department of Computing and Mathematics, Manchester Metropolitan University, Manchester, U.K","institution_ids":["https://openalex.org/I11983389"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2045,"currency":"USD","value_usd":2045},"apc_paid":null,"fwci":23.9347,"has_fulltext":true,"cited_by_count":288,"citation_normalized_percentile":{"value":0.99731134,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"7","issue":"5","first_page":"4260","last_page":"4277"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9965999722480774,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","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/T12079","display_name":"IoT Networks and Protocols","score":0.0010999999940395355,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.0007999999797903001,"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/edge-computing","display_name":"edge computing","score":0.9440000057220459},{"id":"https://openalex.org/keywords/industrial-internet-of-things","display_name":"Industrial Internet of Things","score":0.9269999861717224},{"id":"https://openalex.org/keywords/context-aware-resource-allocation","display_name":"context-aware resource allocation","score":0.7730000019073486},{"id":"https://openalex.org/keywords/channel-selection","display_name":"channel selection","score":0.9739999771118164},{"id":"https://openalex.org/keywords/task-offloading","display_name":"task offloading","score":0.8500000238418579},{"id":"https://openalex.org/keywords/machine-type-devices","display_name":"machine-type devices","score":0.8510000109672546},{"id":"https://openalex.org/keywords/energy-aware-scheduling","display_name":"energy-aware scheduling","score":0.5070000290870667},{"id":"https://openalex.org/keywords/service-reliability","display_name":"service reliability","score":0.9279999732971191},{"id":"https://openalex.org/keywords/lyapunov-optimization","display_name":"Lyapunov optimization","score":0.8849999904632568},{"id":"https://openalex.org/keywords/matching-theory","display_name":"matching theory","score":0.9810000061988831},{"id":"https://openalex.org/keywords/learning-based-scheduling","display_name":"learning-based scheduling","score":0.503000020980835},{"id":"https://openalex.org/keywords/throughput-optimization","display_name":"throughput maximization","score":0.6549999713897705}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.863804817199707},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6203240156173706},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5823163986206055},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5779325366020203},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5657720565795898},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5540991425514221},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5040246844291687},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.493163526058197},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4917319118976593},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4465807378292084},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.27135539054870605},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2072872519493103},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.15590721368789673},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.12469226121902466},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2019.2963371","doi":"https://doi.org/10.1109/jiot.2019.2963371","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2019.2963371","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,"listed_in":["ccf-c","cwts-core","dongbi-b","jufo-2","norway-2","poland-200","russia-white-list-1"],"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"},{"id":"pmh:oai:e-space.mmu.ac.uk:625219","doi":null,"is_oa":true,"landing_page_url":"https://e-space.mmu.ac.uk/view/authors/aa810054662093994e6fff167e9d7a16.html>","pdf_url":"https://e-space.mmu.ac.uk/625219/1/2020-IEEE%20IoT-Learning-Based%20Context-Aware%20Resource.pdf","source":{"id":"https://openalex.org/S4306401617","display_name":"e-space (Manchester Metropolitan University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I11983389","host_organization_name":"Manchester Metropolitan University","host_organization_lineage":["https://openalex.org/I11983389"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:e-space.mmu.ac.uk:625219","doi":null,"is_oa":true,"landing_page_url":"https://e-space.mmu.ac.uk/view/authors/aa810054662093994e6fff167e9d7a16.html>","pdf_url":"https://e-space.mmu.ac.uk/625219/1/2020-IEEE%20IoT-Learning-Based%20Context-Aware%20Resource.pdf","source":{"id":"https://openalex.org/S4306401617","display_name":"e-space (Manchester Metropolitan University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I11983389","host_organization_name":"Manchester Metropolitan University","host_organization_lineage":["https://openalex.org/I11983389"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":1.0}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1157215657","display_name":null,"funder_award_id":"LAPS2019-12","funder_id":"https://openalex.org/F4320327677","funder_display_name":"State Key Laboratory Of Alternate Electrical Power System With Renewable Energy Sources"},{"id":"https://openalex.org/G6474378072","display_name":"\u57fa\u4e8e\u7528\u6237\u9700\u6c42\u611f\u77e5\u76845G\u5f02\u6784\u7f51\u7edc\u65e0\u7ebf\u8d44\u6e90\u7ba1\u7406\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61971189","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G871550672","display_name":null,"funder_award_id":"SGSDDK00KJJS1900405","funder_id":"https://openalex.org/F4320326707","funder_display_name":"State Grid Corporation 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/F4320326707","display_name":"State Grid Corporation of China","ror":"https://ror.org/05twwhs70"},{"id":"https://openalex.org/F4320327677","display_name":"State Key Laboratory Of Alternate Electrical Power System With Renewable Energy Sources","ror":"https://ror.org/045hfth47"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2998266342.pdf","grobid_xml":"https://content.openalex.org/works/W2998266342.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1851728216","https://openalex.org/W1974608850","https://openalex.org/W1993602208","https://openalex.org/W2000101573","https://openalex.org/W2038007012","https://openalex.org/W2116870064","https://openalex.org/W2137152139","https://openalex.org/W2141804605","https://openalex.org/W2150435461","https://openalex.org/W2168405694","https://openalex.org/W2397723600","https://openalex.org/W2400861403","https://openalex.org/W2517633710","https://openalex.org/W2528305756","https://openalex.org/W2594560857","https://openalex.org/W2760972063","https://openalex.org/W2770424304","https://openalex.org/W2794385060","https://openalex.org/W2795786481","https://openalex.org/W2805210382","https://openalex.org/W2808299021","https://openalex.org/W2820531506","https://openalex.org/W2883880986","https://openalex.org/W2891206451","https://openalex.org/W2892023691","https://openalex.org/W2896912472","https://openalex.org/W2898387617","https://openalex.org/W2904994737","https://openalex.org/W2905538952","https://openalex.org/W2906409340","https://openalex.org/W2920689385","https://openalex.org/W2944228462","https://openalex.org/W2953722837","https://openalex.org/W2955500388"],"related_works":["https://openalex.org/W3130453459","https://openalex.org/W4353062128","https://openalex.org/W4402509032","https://openalex.org/W4302082821","https://openalex.org/W4210970635","https://openalex.org/W7214909368","https://openalex.org/W4415018085","https://openalex.org/W4206094570","https://openalex.org/W4415035305","https://openalex.org/W7163553647"],"abstract_inverted_index":{"Edge":[0],"computing":[1,35],"provides":[2],"a":[3,88,133],"promising":[4],"paradigm":[5],"to":[6,25,41,77,162],"support":[7],"the":[8,30,55,73,106,125,137,164,169],"implementation":[9],"of":[10,13,33,57,80,109,168],"Industrial":[11],"Internet":[12],"Things":[14],"(IIoT)":[15],"by":[16,104],"offloading":[17],"computational-intensive":[18],"tasks":[19],"from":[20,136],"resource-limited":[21],"machine-type":[22],"devices":[23],"(MTDs)":[24],"powerful":[26],"edge":[27,34],"servers.":[28],"However,":[29],"performance":[31,131,139],"gain":[32],"may":[36],"be":[37],"severely":[38],"compromised":[39],"due":[40],"limited":[42],"spectrum":[43],"resources,":[44],"capacity-constrained":[45],"batteries,":[46],"and":[47,65,83,101,114,122,149,159,166],"context":[48],"unawareness.":[49],"In":[50],"this":[51],"article,":[52],"we":[53],"consider":[54],"optimization":[56],"channel":[58,90],"selection":[59,91],"that":[60,124],"is":[61],"critical":[62],"for":[63],"efficient":[64],"reliable":[66],"task":[67],"delivery.":[68],"We":[69,86,117],"aim":[70],"at":[71],"maximizing":[72],"long-term":[74,78],"throughput":[75],"subject":[76],"constraints":[79],"energy":[81,97],"budget":[82],"service":[84,94],"reliability.":[85],"propose":[87],"learning-based":[89],"framework":[92,127],"with":[93,132,140],"reliability":[95,167],"awareness,":[96,98,100,103],"backlog":[99],"conflict":[102],"leveraging":[105],"combined":[107],"power":[108],"machine":[110],"learning,":[111],"Lyapunov":[112],"optimization,":[113],"matching":[115],"theory.":[116],"provide":[118],"rigorous":[119],"theoretical":[120],"analysis,":[121],"prove":[123],"proposed":[126,170],"can":[128],"achieve":[129],"guaranteed":[130],"bounded":[134],"deviation":[135],"optimal":[138],"global":[141],"state":[142],"information":[143],"(GSI)":[144],"based":[145],"on":[146],"only":[147],"local":[148],"causal":[150],"information.":[151],"Finally,":[152],"simulations":[153],"are":[154],"conducted":[155],"under":[156],"both":[157],"single-MTD":[158],"multi-MTD":[160],"scenarios":[161],"verify":[163],"effectiveness":[165],"framework.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":30},{"year":2023,"cited_by_count":61},{"year":2022,"cited_by_count":50},{"year":2021,"cited_by_count":73},{"year":2020,"cited_by_count":52}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2020-01-10T00:00:00"}