{"id":"https://openalex.org/W7128303426","doi":"https://doi.org/10.1109/mnet.2026.3657581","title":"TaskON: Task-Oriented Networking for Agentic AI","display_name":"TaskON: Task-Oriented Networking for Agentic AI","publication_year":2026,"publication_date":"2026-02-06","ids":{"openalex":"https://openalex.org/W7128303426","doi":"https://doi.org/10.1109/mnet.2026.3657581"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.2026.3657581","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2026.3657581","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","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/A5125363624","display_name":"Baoxia Du","orcid":null},"institutions":[{"id":"https://openalex.org/I10091056","display_name":"Kanazawa University","ror":"https://ror.org/02hwp6a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I10091056"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Baoxia Du","raw_affiliation_strings":["Institute of Science and Engineering, Kanazawa University, Kanazawa, Japan"],"raw_orcid":"https://orcid.org/0009-0009-8769-6074","affiliations":[{"raw_affiliation_string":"Institute of Science and Engineering, Kanazawa University, Kanazawa, Japan","institution_ids":["https://openalex.org/I10091056"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ruidong Li","orcid":"https://orcid.org/0000-0002-9905-8952"},"institutions":[{"id":"https://openalex.org/I10091056","display_name":"Kanazawa University","ror":"https://ror.org/02hwp6a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I10091056"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ruidong Li","raw_affiliation_strings":["Institute of Science and Engineering, Kanazawa University, Kanazawa, Japan"],"raw_orcid":"https://orcid.org/0000-0002-9905-8952","affiliations":[{"raw_affiliation_string":"Institute of Science and Engineering, Kanazawa University, Kanazawa, Japan","institution_ids":["https://openalex.org/I10091056"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Dusit Niyato","orcid":"https://orcid.org/0000-0002-7442-7416"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Dusit Niyato","raw_affiliation_strings":["College of Computing and Data Science, Nanyang Technological University, Nanyang Ave, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-7442-7416","affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Nanyang Ave, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":null,"display_name":"Zhou Su","orcid":"https://orcid.org/0000-0002-6518-3130"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhou Su","raw_affiliation_strings":["School of Cyber Science and Engineering, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-6518-3130","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11105342,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"40","issue":"3","first_page":"75","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12203","display_name":"Mobile Agent-Based Network Management","score":0.09709999710321426,"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/T12203","display_name":"Mobile Agent-Based Network Management","score":0.09709999710321426,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.05959999933838844,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.04320000112056732,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/latency","display_name":"Latency (audio)","score":0.5758000016212463},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5271000266075134},{"id":"https://openalex.org/keywords/communications-protocol","display_name":"Communications protocol","score":0.48489999771118164},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.4672999978065491},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.42890000343322754},{"id":"https://openalex.org/keywords/context-model","display_name":"Context model","score":0.3978999853134155},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.39410001039505005},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3684999942779541},{"id":"https://openalex.org/keywords/telecommunications-network","display_name":"Telecommunications network","score":0.3652999997138977}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8440999984741211},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5758000016212463},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5271000266075134},{"id":"https://openalex.org/C12269588","wikidata":"https://www.wikidata.org/wiki/Q132364","display_name":"Communications protocol","level":2,"score":0.48489999771118164},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.4672999978065491},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.42890000343322754},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39989998936653137},{"id":"https://openalex.org/C183322885","wikidata":"https://www.wikidata.org/wiki/Q17007702","display_name":"Context model","level":3,"score":0.3978999853134155},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.39410001039505005},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3871999979019165},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3684999942779541},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.3652999997138977},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.35589998960494995},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.33559998869895935},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.3273000121116638},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.32690000534057617},{"id":"https://openalex.org/C53833338","wikidata":"https://www.wikidata.org/wiki/Q1061424","display_name":"Context switch","level":2,"score":0.326200008392334},{"id":"https://openalex.org/C158156997","wikidata":"https://www.wikidata.org/wiki/Q1416645","display_name":"Models of communication","level":2,"score":0.32010000944137573},{"id":"https://openalex.org/C2775851571","wikidata":"https://www.wikidata.org/wiki/Q6045205","display_name":"Interaction protocol","level":3,"score":0.3140000104904175},{"id":"https://openalex.org/C2781368080","wikidata":"https://www.wikidata.org/wiki/Q501688","display_name":"Context awareness","level":3,"score":0.3093000054359436},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.30070000886917114},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2971000075340271},{"id":"https://openalex.org/C74072328","wikidata":"https://www.wikidata.org/wiki/Q1142726","display_name":"Intelligent agent","level":2,"score":0.2833999991416931},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.2833000123500824},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2808000147342682},{"id":"https://openalex.org/C166961238","wikidata":"https://www.wikidata.org/wiki/Q221395","display_name":"Air traffic control","level":2,"score":0.2766999900341034},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.2745000123977661},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.25859999656677246}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mnet.2026.3657581","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2026.3657581","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/212270","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/212270","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"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":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"In":[0,47],"sensor-cloud":[1],"networks,":[2],"deploying":[3],"large-scale":[4],"models":[5,33,41],"such":[6],"as":[7],"Large":[8],"Language":[9],"Models":[10],"(LLMs)":[11],"for":[12,43],"real-time":[13],"decision-making":[14,74],"is":[15,26],"often":[16],"limited":[17],"by":[18],"latency":[19],"and":[20,39,75,140,155,169],"resource":[21],"constraints.":[22],"A":[23],"promising":[24],"solution":[25],"to":[27,94,106,116,159,164],"enable":[28],"collaborative":[29],"operation":[30],"between":[31,138],"large":[32],"that":[34,134,147],"excel":[35],"at":[36],"complex":[37],"reasoning":[38],"lightweight":[40,96],"optimized":[42],"specialized,":[44],"resource-efficient":[45],"tasks.":[46],"this":[48],"paper,":[49],"we":[50,83,127],"present":[51],"a":[52,65,100,129,165,171],"novel":[53],"Agentic":[54],"AI":[55],"framework":[56,150],"where":[57],"specialized":[58],"agents":[59,105,139],"assume":[60],"distinct":[61],"functional":[62],"roles":[63],"within":[64],"coordinated":[66],"system.":[67],"We":[68],"validate":[69],"its":[70],"effectiveness":[71],"in":[72,111,123],"intelligent":[73],"control":[76],"through":[77],"emergency":[78],"traffic":[79],"evacuation":[80,153,168],"scenarios.":[81],"Specifically,":[82],"first":[84],"introduce":[85],"the":[86,89,118],"integration":[87],"of":[88],"Model":[90],"Context":[91],"Protocol":[92],"(MCP)":[93],"incorporate":[95],"expert":[97],"modules":[98],"via":[99],"standardized,":[101],"context-aware":[102],"interface,":[103],"enabling":[104],"make":[107],"more":[108],"informed":[109],"decisions":[110],"rapidly":[112],"evolving":[113],"environments.":[114],"Furthermore,":[115],"address":[117],"high-frequency":[119],"communication":[120,142,175],"demands":[121],"inherent":[122],"real-world":[124],"agentic":[125],"systems,":[126],"propose":[128],"Task-Oriented":[130],"Networking":[131],"(TaskON)":[132],"architecture":[133],"decouples":[135],"information":[136],"flows":[137],"minimizes":[141],"latency.":[143,176],"Experimental":[144],"results":[145],"demonstrate":[146],"our":[148],"proposed":[149],"significantly":[151],"enhances":[152],"efficiency":[154],"system":[156],"responsiveness":[157],"compared":[158],"traditional":[160],"approaches,":[161],"achieving":[162],"up":[163],"35.5%":[166],"faster":[167],"about":[170],"70%":[172],"lower":[173],"average":[174]},"counts_by_year":[],"updated_date":"2026-05-15T06:05:50.897203","created_date":"2026-02-09T00:00:00"}