{"id":"https://openalex.org/W4414165820","doi":"https://doi.org/10.1109/lnet.2025.3608076","title":"Closed-Loop Network Control for Industrial Edge Computing: A Telemetry-Driven and AI-Based Approach for Latency-Critical Applications in Private 5G","display_name":"Closed-Loop Network Control for Industrial Edge Computing: A Telemetry-Driven and AI-Based Approach for Latency-Critical Applications in Private 5G","publication_year":2025,"publication_date":"2025-09-09","ids":{"openalex":"https://openalex.org/W4414165820","doi":"https://doi.org/10.1109/lnet.2025.3608076"},"language":"en","primary_location":{"id":"doi:10.1109/lnet.2025.3608076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lnet.2025.3608076","pdf_url":null,"source":{"id":"https://openalex.org/S4210234060","display_name":"IEEE Networking Letters","issn_l":"2576-3156","issn":["2576-3156"],"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 Networking Letters","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/A5115676634","display_name":"Vin\u00edcius S. Sim\u00e3o","orcid":null},"institutions":[{"id":"https://openalex.org/I3018006580","display_name":"Instituto Federal de Educa\u00e7\u00e3o Ci\u00eancia e Tecnologia da Para\u00edba","ror":"https://ror.org/01xc5jm57","country_code":"BR","type":"education","lineage":["https://openalex.org/I3018006580"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Vin\u00edcius Silva Sim\u00e3o","raw_affiliation_strings":["IFPB Innovation Hub, Instituto Federal da Paraíba (IFPB), João Pessoa/PB, Brazil","IFPB Innovation Hub, Instituto Federal da Paraíba IFPB, João Pessoa/PB, Brazil"],"raw_orcid":"https://orcid.org/0009-0003-7334-9561","affiliations":[{"raw_affiliation_string":"IFPB Innovation Hub, Instituto Federal da Paraíba (IFPB), João Pessoa/PB, Brazil","institution_ids":["https://openalex.org/I3018006580"]},{"raw_affiliation_string":"IFPB Innovation Hub, Instituto Federal da Paraíba IFPB, João Pessoa/PB, Brazil","institution_ids":["https://openalex.org/I3018006580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118659353","display_name":"Lucas Vieira Monteiro","orcid":null},"institutions":[{"id":"https://openalex.org/I3018006580","display_name":"Instituto Federal de Educa\u00e7\u00e3o Ci\u00eancia e Tecnologia da Para\u00edba","ror":"https://ror.org/01xc5jm57","country_code":"BR","type":"education","lineage":["https://openalex.org/I3018006580"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas Vieira Monteiro","raw_affiliation_strings":["IFPB Innovation Hub, Instituto Federal da Paraíba (IFPB), João Pessoa/PB, Brazil","IFPB Innovation Hub, Instituto Federal da Paraíba IFPB, João Pessoa/PB, Brazil"],"raw_orcid":"https://orcid.org/0009-0005-7127-8354","affiliations":[{"raw_affiliation_string":"IFPB Innovation Hub, Instituto Federal da Paraíba (IFPB), João Pessoa/PB, Brazil","institution_ids":["https://openalex.org/I3018006580"]},{"raw_affiliation_string":"IFPB Innovation Hub, Instituto Federal da Paraíba IFPB, João Pessoa/PB, Brazil","institution_ids":["https://openalex.org/I3018006580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079752193","display_name":"Ruan D. Gomes","orcid":"https://orcid.org/0000-0003-4700-7843"},"institutions":[{"id":"https://openalex.org/I3018006580","display_name":"Instituto Federal de Educa\u00e7\u00e3o Ci\u00eancia e Tecnologia da Para\u00edba","ror":"https://ror.org/01xc5jm57","country_code":"BR","type":"education","lineage":["https://openalex.org/I3018006580"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ruan Delgado Gomes","raw_affiliation_strings":["IFPB Innovation Hub, Instituto Federal da Paraíba (IFPB), João Pessoa/PB, Brazil","IFPB Innovation Hub, Instituto Federal da Paraíba IFPB, João Pessoa/PB, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-4700-7843","affiliations":[{"raw_affiliation_string":"IFPB Innovation Hub, Instituto Federal da Paraíba (IFPB), João Pessoa/PB, Brazil","institution_ids":["https://openalex.org/I3018006580"]},{"raw_affiliation_string":"IFPB Innovation Hub, Instituto Federal da Paraíba IFPB, João Pessoa/PB, Brazil","institution_ids":["https://openalex.org/I3018006580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011810485","display_name":"Leandro C. de Almeida","orcid":"https://orcid.org/0000-0003-4342-3030"},"institutions":[{"id":"https://openalex.org/I3018006580","display_name":"Instituto Federal de Educa\u00e7\u00e3o Ci\u00eancia e Tecnologia da Para\u00edba","ror":"https://ror.org/01xc5jm57","country_code":"BR","type":"education","lineage":["https://openalex.org/I3018006580"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leandro C. de Almeida","raw_affiliation_strings":["IFPB Innovation Hub, Instituto Federal da Paraíba (IFPB), João Pessoa/PB, Brazil","IFPB Innovation Hub, Instituto Federal da Paraíba IFPB, João Pessoa/PB, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-4342-3030","affiliations":[{"raw_affiliation_string":"IFPB Innovation Hub, Instituto Federal da Paraíba (IFPB), João Pessoa/PB, Brazil","institution_ids":["https://openalex.org/I3018006580"]},{"raw_affiliation_string":"IFPB Innovation Hub, Instituto Federal da Paraíba IFPB, João Pessoa/PB, Brazil","institution_ids":["https://openalex.org/I3018006580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040647306","display_name":"Paulo Ditarso Maciel","orcid":"https://orcid.org/0000-0002-0732-752X"},"institutions":[{"id":"https://openalex.org/I3018006580","display_name":"Instituto Federal de Educa\u00e7\u00e3o Ci\u00eancia e Tecnologia da Para\u00edba","ror":"https://ror.org/01xc5jm57","country_code":"BR","type":"education","lineage":["https://openalex.org/I3018006580"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Paulo Ditarso Maciel","raw_affiliation_strings":["IFPB Innovation Hub, Instituto Federal da Paraíba (IFPB), João Pessoa/PB, Brazil","IFPB Innovation Hub, Instituto Federal da Paraíba IFPB, João Pessoa/PB, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-0732-752X","affiliations":[{"raw_affiliation_string":"IFPB Innovation Hub, Instituto Federal da Paraíba (IFPB), João Pessoa/PB, Brazil","institution_ids":["https://openalex.org/I3018006580"]},{"raw_affiliation_string":"IFPB Innovation Hub, Instituto Federal da Paraíba IFPB, João Pessoa/PB, Brazil","institution_ids":["https://openalex.org/I3018006580"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I3018006580"],"apc_list":null,"apc_paid":null,"fwci":0.9389,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79833039,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"8","issue":null,"first_page":"19","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9848999977111816,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9848999977111816,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9700999855995178,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9587000012397766,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/testbed","display_name":"Testbed","score":0.8314999938011169},{"id":"https://openalex.org/keywords/industrial-control-system","display_name":"Industrial control system","score":0.5475000143051147},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5217000246047974},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.486299991607666},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.46480000019073486},{"id":"https://openalex.org/keywords/control-network","display_name":"Control network","score":0.4634000062942505},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.424699991941452},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.41040000319480896}],"concepts":[{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.8314999938011169},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6259999871253967},{"id":"https://openalex.org/C40071531","wikidata":"https://www.wikidata.org/wiki/Q2513962","display_name":"Industrial control system","level":3,"score":0.5475000143051147},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5217000246047974},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.486299991607666},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.46480000019073486},{"id":"https://openalex.org/C74925373","wikidata":"https://www.wikidata.org/wiki/Q4175911","display_name":"Control network","level":3,"score":0.4634000062942505},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4357999861240387},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.424699991941452},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.41429999470710754},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.41040000319480896},{"id":"https://openalex.org/C117387248","wikidata":"https://www.wikidata.org/wiki/Q11186","display_name":"Private network","level":2,"score":0.35899999737739563},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.34139999747276306},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.3407999873161316},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.3328000009059906},{"id":"https://openalex.org/C145595949","wikidata":"https://www.wikidata.org/wiki/Q7371619","display_name":"Routing control plane","level":2,"score":0.30550000071525574},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3025999963283539},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.3001999855041504},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.29660001397132874},{"id":"https://openalex.org/C183121708","wikidata":"https://www.wikidata.org/wiki/Q209867","display_name":"Telemetry","level":2,"score":0.2919999957084656},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.27959999442100525},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.27649998664855957},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.27149999141693115},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.25870001316070557},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25609999895095825},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lnet.2025.3608076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lnet.2025.3608076","pdf_url":null,"source":{"id":"https://openalex.org/S4210234060","display_name":"IEEE Networking Letters","issn_l":"2576-3156","issn":["2576-3156"],"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 Networking Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5962463801","display_name":null,"funder_award_id":"305536/2021-4","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G821778460","display_name":null,"funder_award_id":"307108/2025-2","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320330107","display_name":"Empresa Brasileira de Pesquisa e Inova\u00e7\u00e3o Industrial","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W3005380019","https://openalex.org/W3116694549","https://openalex.org/W3189618217","https://openalex.org/W4380302544","https://openalex.org/W4386412368","https://openalex.org/W4389313026","https://openalex.org/W4402731244","https://openalex.org/W4409917826"],"related_works":[],"abstract_inverted_index":{"This":[0],"letter":[1],"presents":[2],"a":[3,25,47,52,60],"closed-loop":[4],"network":[5,37],"control":[6,93,101],"mechanism":[7,72],"for":[8],"industrial":[9,54],"edge":[10],"computing":[11],"environments":[12],"using":[13,51],"private":[14],"5G":[15],"networks.":[16],"The":[17,95],"proposed":[18,71],"solution":[19],"integrates":[20],"real-time":[21],"telemetry":[22],"collected":[23],"from":[24],"programmable":[26],"data":[27],"plane":[28],"with":[29,63],"an":[30],"AI-based":[31],"prediction":[32],"model":[33],"to":[34,83,89,103],"proactively":[35],"manage":[36],"resources":[38],"and":[39,77,85],"prioritize":[40],"latency-sensitive":[41],"traffic.":[42],"To":[43],"validate":[44],"the":[45,70,98,105],"approach,":[46],"Proof-of-Concept":[48],"was":[49],"developed":[50],"real":[53],"video":[55],"distribution":[56],"application":[57],"deployed":[58],"on":[59],"virtualized":[61],"testbed":[62],"P4-enabled":[64],"switches.":[65],"Experimental":[66],"results":[67],"show":[68],"that":[69],"significantly":[73],"reduces":[74],"end-to-end":[75],"latency":[76],"jitter,":[78],"achieving":[79],"improvements":[80],"of":[81,108],"up":[82],"41.04%":[84],"75.17%,":[86],"respectively,":[87],"compared":[88],"baseline":[90],"configuration":[91],"without":[92],"mechanisms.":[94],"findings":[96],"highlight":[97],"AI-enhanced":[99],"telemetry-driven":[100],"effectiveness":[102],"ensure":[104],"Quality-of-Service":[106],"requirements":[107],"delay-sensitive":[109],"applications":[110],"in":[111],"Industry":[112],"4.0.":[113]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}