{"id":"https://openalex.org/W4407449822","doi":"https://doi.org/10.1109/mnet.2025.3541820","title":"Advancing End-to-End Programmable Networks: Exploring the Interplay of Generative AI With Opportunities and Challenges","display_name":"Advancing End-to-End Programmable Networks: Exploring the Interplay of Generative AI With Opportunities and Challenges","publication_year":2025,"publication_date":"2025-02-13","ids":{"openalex":"https://openalex.org/W4407449822","doi":"https://doi.org/10.1109/mnet.2025.3541820"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.2025.3541820","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2025.3541820","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/A5091890766","display_name":"Wenji He","orcid":"https://orcid.org/0009-0009-3957-4929"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenji He","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100666106","display_name":"Haipeng Yao","orcid":"https://orcid.org/0000-0003-1391-7363"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haipeng Yao","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037920323","display_name":"Xiaoxu Ren","orcid":"https://orcid.org/0000-0002-3166-1405"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxu Ren","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056429169","display_name":"Yuanling Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanling Liu","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005327587","display_name":"Zehui Xiong","orcid":"https://orcid.org/0000-0002-4440-941X"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zehui Xiong","raw_affiliation_strings":["Pillar of Information Systems Technology and Design, Singapore University of Technology and Design, Tampines, Singapore","Singapore University of Technology and Design, Singapore"],"affiliations":[{"raw_affiliation_string":"Pillar of Information Systems Technology and Design, Singapore University of Technology and Design, Tampines, Singapore","institution_ids":["https://openalex.org/I152815399"]},{"raw_affiliation_string":"Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091266202","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":["School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore","Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5091890766"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":1.4558,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79651228,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"39","issue":"6","first_page":"242","last_page":"250"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.7286999821662903,"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":0.7286999821662903,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.6848000288009644,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.6664999723434448,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/end-to-end-principle","display_name":"End-to-end principle","score":0.8358756303787231},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6443444490432739},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.49517622590065},{"id":"https://openalex.org/keywords/end-user","display_name":"End user","score":0.48582741618156433},{"id":"https://openalex.org/keywords/end-user-development","display_name":"End-user development","score":0.4576706886291504},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3876258134841919},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3295596241950989},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.32587766647338867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2899617552757263},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18130242824554443}],"concepts":[{"id":"https://openalex.org/C74296488","wikidata":"https://www.wikidata.org/wiki/Q2527392","display_name":"End-to-end principle","level":2,"score":0.8358756303787231},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6443444490432739},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.49517622590065},{"id":"https://openalex.org/C91262260","wikidata":"https://www.wikidata.org/wiki/Q528074","display_name":"End user","level":2,"score":0.48582741618156433},{"id":"https://openalex.org/C2776867947","wikidata":"https://www.wikidata.org/wiki/Q500467","display_name":"End-user development","level":3,"score":0.4576706886291504},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3876258134841919},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3295596241950989},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.32587766647338867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2899617552757263},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18130242824554443}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mnet.2025.3541820","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2025.3541820","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1790169944","display_name":null,"funder_award_id":"U22B2033","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2654959225","display_name":null,"funder_award_id":"62325203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1994926493","https://openalex.org/W2343448572","https://openalex.org/W2896320468","https://openalex.org/W3107519623","https://openalex.org/W4381302320","https://openalex.org/W4385953328","https://openalex.org/W4386365337","https://openalex.org/W4387415166","https://openalex.org/W4388624588","https://openalex.org/W4389398947","https://openalex.org/W4390871584","https://openalex.org/W4391759513","https://openalex.org/W4392902389","https://openalex.org/W4399688021"],"related_works":["https://openalex.org/W4299590256","https://openalex.org/W3163634122","https://openalex.org/W2113114423","https://openalex.org/W4287122814","https://openalex.org/W4391709660","https://openalex.org/W2529145526","https://openalex.org/W2884814595","https://openalex.org/W4327633437","https://openalex.org/W4396816926","https://openalex.org/W4393212338"],"abstract_inverted_index":{"The":[0],"rapid":[1],"proliferation":[2],"of":[3,5,13,31,70],"Internet":[4],"Things":[6],"(IoT)":[7],"devices":[8],"and":[9,33,50,59,67,93,100,116,148,169],"the":[10,18,28,57,64,140,159],"continuous":[11],"evolution":[12],"network":[14,20,54,82,110],"communications":[15],"are":[16],"reshaping":[17],"global":[19],"landscape,":[21],"demanding":[22],"advanced":[23],"management":[24],"techniques":[25],"to":[26,62,125],"address":[27,73],"growing":[29],"complexity":[30],"data":[32,48,138,143],"service":[34],"requirements.":[35],"Generative":[36],"Artificial":[37],"Intelligence":[38],"(GAI)":[39],"has":[40],"emerged":[41],"as":[42],"a":[43,78,122],"transformative":[44],"solution,":[45],"enabling":[46],"multi-modal":[47],"analytics":[49],"decision-making.":[51],"However,":[52],"traditional":[53],"architectures":[55],"lack":[56],"scalability":[58],"flexibility":[60],"required":[61],"accommodate":[63],"diverse":[65],"resources":[66],"compute-intensive":[68,99],"demands":[69],"GAI.":[71],"To":[72],"these":[74],"challenges,":[75],"we":[76,120],"propose":[77],"novel":[79],"end-to-end":[80],"programmable":[81,130],"framework":[83,124,141],"that":[84],"provides":[85],"scalable,":[86],"flexible":[87],"support":[88],"for":[89,109,136],"enhanced":[90],"storage,":[91],"computation,":[92],"transmission":[94],"capabilities.":[95],"This":[96],"architecture":[97],"empowers":[98],"data-intensive":[101],"applications":[102],"by":[103],"leveraging":[104],"specialized":[105],"GAI":[106,150],"models":[107,135],"designed":[108],"optimization,":[111],"dynamically":[112],"enhancing":[113],"resource":[114],"allocation":[115],"operational":[117],"efficiency.":[118],"Furthermore,":[119],"implement":[121],"GAI-assisted":[123],"improve":[126],"DDoS":[127],"detection":[128,167,170],"within":[129],"networks.":[131],"By":[132],"using":[133],"diffusion":[134],"synthetic":[137],"generation,":[139],"addresses":[142],"scarcity":[144],"in":[145,166],"privacy-constrained":[146],"environments":[147],"simplifies":[149],"model":[151],"deployment":[152],"through":[153],"knowledge":[154],"distillation.":[155],"Simulation":[156],"results":[157],"validate":[158],"proposed":[160],"framework\u2019s":[161],"effectiveness,":[162],"demonstrating":[163],"significant":[164],"improvements":[165],"latency":[168],"accuracy.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}