{"id":"https://openalex.org/W4409494205","doi":"https://doi.org/10.1109/jiot.2025.3561372","title":"An Entropy-Integrated Adaptive Coding and Scheduling Framework for Optimized Data Transmission in Fog\u2013Cloud IoT Architectures","display_name":"An Entropy-Integrated Adaptive Coding and Scheduling Framework for Optimized Data Transmission in Fog\u2013Cloud IoT Architectures","publication_year":2025,"publication_date":"2025-04-16","ids":{"openalex":"https://openalex.org/W4409494205","doi":"https://doi.org/10.1109/jiot.2025.3561372"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3561372","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3561372","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/A5100454255","display_name":"Yang Lu","orcid":"https://orcid.org/0000-0002-3580-3255"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yang Lu","raw_affiliation_strings":["College of Computer and Control Engineering, Northeast Forestry University, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0002-3580-3255","affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University, Harbin, China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006636936","display_name":"Yuting Zang","orcid":null},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuting Zang","raw_affiliation_strings":["College of Computer and Control Engineering, Northeast Forestry University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University, Harbin, China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ziyi Bian","orcid":null},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyi Bian","raw_affiliation_strings":["College of Computer and Control Engineering, Northeast Forestry University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University, Harbin, China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100738061","display_name":"Shuai Zhao","orcid":"https://orcid.org/0000-0002-4197-945X"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Zhao","raw_affiliation_strings":["College of Computer and Control Engineering, Northeast Forestry University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University, Harbin, China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yan Zheng","orcid":"https://orcid.org/0000-0002-2760-9858"},"institutions":[{"id":"https://openalex.org/I134052481","display_name":"Harbin Normal University","ror":"https://ror.org/0270y6950","country_code":"CN","type":"education","lineage":["https://openalex.org/I134052481"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Zheng","raw_affiliation_strings":["College of Computer and Information Engineering, Harbin Normal University, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0002-2760-9858","affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Harbin Normal University, Harbin, China","institution_ids":["https://openalex.org/I134052481"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100389005","display_name":"Wei Xiang","orcid":"https://orcid.org/0000-0002-0608-065X"},"institutions":[{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wei Xiang","raw_affiliation_strings":["School of Computing, Engineering and Mathematical Sciences, La Trobe University, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-0608-065X","affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Mathematical Sciences, La Trobe University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I196829312"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100454255"],"corresponding_institution_ids":["https://openalex.org/I47689461"],"apc_list":null,"apc_paid":null,"fwci":1.2333,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79039788,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"12","issue":"14","first_page":"26555","last_page":"26568"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9273999929428101,"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9273999929428101,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9031000137329102,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8292744159698486},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7026370763778687},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.537094235420227},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5218331217765808},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5061749815940857},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.4798664450645447},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.44101017713546753},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.4365615248680115},{"id":"https://openalex.org/keywords/adaptive-coding","display_name":"Adaptive coding","score":0.4190897047519684},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3214760422706604},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.28867876529693604},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.17268022894859314},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.14199167490005493},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12849926948547363},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.09939450025558472}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8292744159698486},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7026370763778687},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.537094235420227},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5218331217765808},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5061749815940857},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.4798664450645447},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.44101017713546753},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4365615248680115},{"id":"https://openalex.org/C57890076","wikidata":"https://www.wikidata.org/wiki/Q4680725","display_name":"Adaptive coding","level":4,"score":0.4190897047519684},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3214760422706604},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28867876529693604},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.17268022894859314},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.14199167490005493},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12849926948547363},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.09939450025558472},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C81081738","wikidata":"https://www.wikidata.org/wiki/Q55542","display_name":"Lossless compression","level":3,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2025.3561372","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3561372","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"},{"id":"pmh:oai:researchonline.jcu.edu.au:88595","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196350","display_name":"ResearchOnline - JCU (James Cook University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I86467917","host_organization_name":"James Cook University","host_organization_lineage":["https://openalex.org/I86467917"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.47999998927116394}],"awards":[{"id":"https://openalex.org/G1909177462","display_name":null,"funder_award_id":"2572019BH01","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2011628012","https://openalex.org/W3034027050","https://openalex.org/W3121474940","https://openalex.org/W3196523583","https://openalex.org/W3200167820","https://openalex.org/W3215852736","https://openalex.org/W4210512194","https://openalex.org/W4226312086","https://openalex.org/W4283216862","https://openalex.org/W4285128472","https://openalex.org/W4311909466","https://openalex.org/W4312327146","https://openalex.org/W4312587798","https://openalex.org/W4317795015","https://openalex.org/W4323055207","https://openalex.org/W4376456952","https://openalex.org/W4379804982","https://openalex.org/W4385819976","https://openalex.org/W4386608804","https://openalex.org/W4387717457","https://openalex.org/W4392667289","https://openalex.org/W4393405295","https://openalex.org/W4399145861","https://openalex.org/W4399801747","https://openalex.org/W4401415412","https://openalex.org/W4402041555","https://openalex.org/W4402593547","https://openalex.org/W4402626624"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261","https://openalex.org/W2739914218","https://openalex.org/W4315491913"],"abstract_inverted_index":{"Entropy-driven":[0],"network":[1],"coding":[2,84,97],"has":[3],"been":[4],"used":[5],"as":[6],"a":[7,88],"basis":[8],"for":[9],"optimizing":[10],"data":[11,37,125],"transmission":[12,38,126],"and":[13,30,56,86,99,116,128],"enhancing":[14,123],"resource":[15],"utilization":[16,109],"in":[17,23,51,130],"Fog-Cloud":[18,33,131],"IoT":[19,34,132],"architectures,":[20,35],"including":[21],"applications":[22],"smart":[24],"cities,":[25],"industrial":[26],"automation,":[27],"environmental":[28],"monitoring,":[29],"healthcare.":[31],"In":[32,60],"conventional":[36],"protocols":[39],"are":[40],"inefficient":[41],"because":[42],"they":[43],"cannot":[44],"adapt":[45],"to":[46,72,94],"dynamic":[47],"entropy":[48,80],"levels,":[49],"resulting":[50],"underutilized":[52],"bandwidth,":[53],"increased":[54],"latency,":[55],"higher":[57],"energy":[58,118],"consumption.":[59],"this":[61],"paper,":[62],"we":[63],"propose":[64],"an":[65],"Enhanced":[66],"Entropy-Driven":[67],"Network":[68],"Coding":[69],"(E-EDNC)":[70],"framework":[71,77],"address":[73],"these":[74],"problems.":[75],"Our":[76],"integrates":[78],"real-time":[79],"estimation":[81],"with":[82],"adaptive":[83],"strategies":[85],"employs":[87],"hybrid":[89],"evolutionary-reinforcement":[90],"learning":[91],"(HE-RL)":[92],"algorithm":[93],"dynamically":[95],"optimize":[96],"parameters":[98],"scheduling":[100],"decisions.":[101],"Experimental":[102],"results":[103],"demonstrate":[104],"that":[105],"E-EDNC":[106],"improves":[107],"bandwidth":[108],"by":[110,114,120],"25%,":[111,115],"reduces":[112],"latency":[113],"decreases":[117],"consumption":[119],"12%,":[121],"thereby":[122],"overall":[124],"efficiency":[127],"reliability":[129],"environments.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-16T08:24:45.110214","created_date":"2025-10-10T00:00:00"}
