{"id":"https://openalex.org/W2909415209","doi":"https://doi.org/10.1109/jiot.2018.2887323","title":"Guest Editorial: Special Issue on AI Powered Network Management: Data-Driven Approaches Under Resource Constraints","display_name":"Guest Editorial: Special Issue on AI Powered Network Management: Data-Driven Approaches Under Resource Constraints","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2909415209","doi":"https://doi.org/10.1109/jiot.2018.2887323","mag":"2909415209"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2018.2887323","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jiot.2018.2887323","pdf_url":"https://ieeexplore.ieee.org/ielx7/6488907/8614370/08614378.pdf","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":"editorial","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/6488907/8614370/08614378.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009164482","display_name":"Shuguang Cui","orcid":"https://orcid.org/0000-0003-2608-775X"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shuguang Cui","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California at Davis, Davis, CA, USA"],"raw_orcid":"https://orcid.org/0000-0003-2608-775X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California at Davis, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089217677","display_name":"Liuqing Yang","orcid":"https://orcid.org/0000-0003-0231-6837"},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Liuqing Yang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Colorado State University, Fort Collins, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Colorado State University, Fort Collins, CO, USA","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068110218","display_name":"Xiang Cheng","orcid":"https://orcid.org/0000-0002-5943-0326"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Cheng","raw_affiliation_strings":["State Key Laboratory of Advanced Optical Communication Systems and Networks School of Electronics Engineering and Computer Science, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Advanced Optical Communication Systems and Networks School of Electronics Engineering and Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":"6","first_page":"4233","last_page":"4236"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9129999876022339,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9129999876022339,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8410650491714478},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5774732232093811},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5469468235969543},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5092509984970093},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5001518726348877},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4903416633605957},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4564821720123291},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.44474518299102783},{"id":"https://openalex.org/keywords/network-management","display_name":"Network management","score":0.42156320810317993},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39166563749313354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3058015704154968},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.281853049993515},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25550469756126404},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1569734811782837},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1105872094631195}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8410650491714478},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5774732232093811},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5469468235969543},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5092509984970093},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5001518726348877},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4903416633605957},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4564821720123291},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.44474518299102783},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.42156320810317993},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39166563749313354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3058015704154968},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.281853049993515},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25550469756126404},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1569734811782837},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1105872094631195}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2018.2887323","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jiot.2018.2887323","pdf_url":"https://ieeexplore.ieee.org/ielx7/6488907/8614370/08614378.pdf","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:repository.hkust.edu.hk:1783.1-157233","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-157233","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":{"id":"doi:10.1109/jiot.2018.2887323","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jiot.2018.2887323","pdf_url":"https://ieeexplore.ieee.org/ielx7/6488907/8614370/08614378.pdf","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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2909415209.pdf","grobid_xml":"https://content.openalex.org/works/W2909415209.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4255224757","https://openalex.org/W2499527417","https://openalex.org/W2032233321","https://openalex.org/W2218513093"],"abstract_inverted_index":{"In":[0],"recent":[1,94,138],"years,":[2],"the":[3,13,33,51,63,73,126,137,145,161,169,177,182,196,201],"explosive":[4],"development":[5],"of":[6,15,17,43,113,128,164,171],"mobile":[7],"communications":[8],"and":[9,30,53,79,115,136,158,181,193,204],"networking,":[10],"together":[11],"with":[12],"wave":[14],"Internet":[16],"Things":[18],"(IoT),":[19],"has":[20],"led":[21],"to":[22,28,57,61,76,147,155,191],"super-complex":[23],"systems,":[24],"which":[25],"are":[26,38,72,116],"difficult":[27],"model":[29],"manage.":[31],"At":[32],"same":[34],"time,":[35],"such":[36,59],"systems":[37],"generating":[39],"a":[40,46,111],"large":[41],"amount":[42],"data":[44,60,130],"on":[45,65],"real-time":[47],"basis,":[48],"from":[49],"both":[50],"user":[52],"network":[54,152,165,173,186,198],"sides.":[55],"How":[56],"utilize":[58],"relieve":[62],"dependence":[64],"restrictive,":[66],"sometimes":[67],"even":[68],"unrealistic,":[69],"system":[70],"models":[71],"key":[74],"leading":[75],"more":[77,156],"efficient":[78],"effective":[80],"future":[81],"networks,":[82],"especially":[83,167],"when":[84],"under":[85],"various":[86],"resource":[87,174],"constraints":[88],"as":[89,121,123],"in":[90,96,110,131,140,168,200],"IoT":[91,133],"systems.":[92],"Fortunately,":[93],"advancements":[95,139],"artificial":[97],"intelligence":[98],"(AI),":[99,184],"empowered":[100],"by":[101],"modern":[102],"machine":[103],"learning":[104],"algorithms,":[105],"have":[106],"demonstrated":[107],"remarkable":[108],"success":[109],"variety":[112],"fields":[114],"stimulating":[117],"numerous":[118],"data-driven":[119,185],"approaches":[120],"well":[122],"applications.":[124],"Combining":[125],"availability":[127],"big":[129],"complex":[132],"communication":[134],"networks":[135],"AI,":[141],"it":[142],"now":[143],"comes":[144],"time":[146],"renovate":[148],"how":[149],"we":[150],"resolve":[151],"management":[153,187],"issues":[154],"efficiently":[157],"effectively":[159],"fulfill":[160],"dynamic":[162],"demands":[163,199],"subscribers,":[166],"presence":[170],"stringent":[172],"constraints.":[175],"With":[176],"fuel":[178],"(IoT":[179],"data)":[180],"engine":[183],"will":[188],"enable":[189],"us":[190],"dynamically":[192],"adaptively":[194],"meet":[195],"spatio-temporal":[197],"most":[202],"resource-aware":[203],"resource-smart":[205],"manner.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
