{"id":"https://openalex.org/W3201551522","doi":"https://doi.org/10.1109/mnet.101.2100118","title":"Network for AI and AI for Network: Challenges and Opportunities for Learning-Oriented Networks","display_name":"Network for AI and AI for Network: Challenges and Opportunities for Learning-Oriented Networks","publication_year":2021,"publication_date":"2021-09-15","ids":{"openalex":"https://openalex.org/W3201551522","doi":"https://doi.org/10.1109/mnet.101.2100118","mag":"3201551522"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.101.2100118","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.101.2100118","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/A5043097022","display_name":"Jianping Pan","orcid":"https://orcid.org/0000-0003-4893-6847"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Jianping Pan","raw_affiliation_strings":["University of Victoria"],"affiliations":[{"raw_affiliation_string":"University of Victoria","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061150224","display_name":"Lin Cai","orcid":"https://orcid.org/0000-0002-1093-4865"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Lin Cai","raw_affiliation_strings":["University of Victoria"],"affiliations":[{"raw_affiliation_string":"University of Victoria","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101486905","display_name":"Shen Yan","orcid":"https://orcid.org/0000-0002-3453-0590"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shen Yan","raw_affiliation_strings":["Huawei"],"affiliations":[{"raw_affiliation_string":"Huawei","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100773343","display_name":"Xuemin Shen","orcid":"https://orcid.org/0000-0002-4140-287X"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xuemin Sherman Shen","raw_affiliation_strings":["University of Waterloo"],"affiliations":[{"raw_affiliation_string":"University of Waterloo","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043097022"],"corresponding_institution_ids":["https://openalex.org/I212119943"],"apc_list":null,"apc_paid":null,"fwci":3.3447,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.92426856,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"35","issue":"6","first_page":"270","last_page":"277"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9965000152587891,"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":0.9965000152587891,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9900000095367432,"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/computer-science","display_name":"Computer science","score":0.820258378982544},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.5947195291519165},{"id":"https://openalex.org/keywords/protocol-stack","display_name":"Protocol stack","score":0.580793023109436},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5365030765533447},{"id":"https://openalex.org/keywords/network-simulation","display_name":"Network simulation","score":0.5142826437950134},{"id":"https://openalex.org/keywords/network-management-station","display_name":"Network management station","score":0.5049472451210022},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4720607399940491},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.4423716068267822},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.41480880975723267},{"id":"https://openalex.org/keywords/communications-protocol","display_name":"Communications protocol","score":0.4109885096549988},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17614701390266418},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.10473954677581787}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.820258378982544},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.5947195291519165},{"id":"https://openalex.org/C38601921","wikidata":"https://www.wikidata.org/wiki/Q1757693","display_name":"Protocol stack","level":3,"score":0.580793023109436},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5365030765533447},{"id":"https://openalex.org/C139940560","wikidata":"https://www.wikidata.org/wiki/Q290036","display_name":"Network simulation","level":2,"score":0.5142826437950134},{"id":"https://openalex.org/C16986412","wikidata":"https://www.wikidata.org/wiki/Q918419","display_name":"Network management station","level":3,"score":0.5049472451210022},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4720607399940491},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.4423716068267822},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.41480880975723267},{"id":"https://openalex.org/C12269588","wikidata":"https://www.wikidata.org/wiki/Q132364","display_name":"Communications protocol","level":2,"score":0.4109885096549988},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17614701390266418},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.10473954677581787},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mnet.101.2100118","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.101.2100118","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":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1760020844","https://openalex.org/W2809684781","https://openalex.org/W2903475457","https://openalex.org/W2956151113","https://openalex.org/W2972426716","https://openalex.org/W3009189291","https://openalex.org/W3012125688","https://openalex.org/W3015636663","https://openalex.org/W3017275226","https://openalex.org/W3100318176","https://openalex.org/W3104550477","https://openalex.org/W3131030483","https://openalex.org/W3198350258"],"related_works":["https://openalex.org/W1596157658","https://openalex.org/W1541793934","https://openalex.org/W2374456102","https://openalex.org/W2076563609","https://openalex.org/W4250550482","https://openalex.org/W2610528037","https://openalex.org/W3092460275","https://openalex.org/W1530688075","https://openalex.org/W2411862010","https://openalex.org/W3201551522"],"abstract_inverted_index":{"The":[0,92,117],"&#x201C;data":[1],"pipe&#x201D;":[2],"model":[3],"used":[4],"by":[5,75],"the":[6,60,141,176],"existing":[7],"Internet":[8],"protocol":[9,87,105,147,161],"stack":[10],"is":[11,35,73],"no":[12],"longer":[13],"ideal":[14],"for":[15,62,66,68],"many":[16],"emerging":[17],"applications,":[18],"due":[19],"to":[20,37,83,111,135,167],"multimedia,":[21],"multicast,":[22],"mobility,":[23],"machine":[24],"learning,":[25],"and":[26,42,52,64,78,85,89,107,125,128,149,163,169,173,179],"network":[27,33,50,61,67,70,94,102,112,119,142,183],"management":[28],"challenges.":[29],"A":[30],"new":[31,80,93],"learning-oriented":[32,69,118,182],"architecture":[34,95],"required":[36],"deal":[38],"with":[39],"these":[40],"challenges":[41,178],"serve":[43],"learning-centric":[44],"applications":[45,124],"in":[46,101,152],"data":[47],"centers,":[48],"around":[49],"edges,":[51],"on":[53,59,132],"mobile":[54],"devices.":[55],"This":[56,72],"article":[57],"focuses":[58],"AI":[63,65],"architecture.":[71],"done":[74],"leveraging,":[76],"improving,":[77],"creating":[79],"learning":[81],"techniques":[82],"determine":[84],"optimize":[86],"mechanisms":[88,148],"control":[90,150],"policies.":[91],"can":[96,120,143],"provide":[97],"ample":[98],"research":[99],"opportunities":[100,180],"topology":[103],"control,":[104],"design,":[106],"performance":[108],"evaluation,":[109],"aiming":[110],"a":[113],"truly":[114],"dependable":[115],"cyber-infrastructure.":[116],"also":[121],"learn":[122,168],"from":[123],"communications":[126],"automatically":[127],"continuously":[129],"while":[130,159],"running":[131],"different":[133],"infrastructures":[134],"support":[136],"diverse":[137],"requirements.":[138],"In":[139],"addition,":[140],"keep":[144],"evolving":[145],"its":[146],"policies":[151],"an":[153],"online":[154],"manner.":[155],"It":[156],"does":[157],"this":[158],"maintaining":[160],"security":[162],"preserving":[164],"user":[165],"privacy,":[166],"perform":[170],"more":[171],"effectively":[172],"efficiently.":[174],"Finally,":[175],"main":[177],"of":[181],"are":[184],"discussed,":[185],"encouraging":[186],"further":[187],"research.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
