{"id":"https://openalex.org/W2607083125","doi":"https://doi.org/10.1109/icin.2017.7899421","title":"CogNitive 5G networks: Comprehensive operator use cases with machine learning for management operations","display_name":"CogNitive 5G networks: Comprehensive operator use cases with machine learning for management operations","publication_year":2017,"publication_date":"2017-03-01","ids":{"openalex":"https://openalex.org/W2607083125","doi":"https://doi.org/10.1109/icin.2017.7899421","mag":"2607083125"},"language":"en","primary_location":{"id":"doi:10.1109/icin.2017.7899421","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icin.2017.7899421","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 20th Conference on Innovations in Clouds, Internet and Networks (ICIN)","raw_type":"proceedings-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/A5062931081","display_name":"Imen Grida Ben Yahia","orcid":null},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Imen Grida Ben Yahia","raw_affiliation_strings":["\u201cSDM Cognitive Orchestration, Management and resilience\u201d department, Orange Labs Networks, Ch\u00e2tillon, France","\"SDM Cognitive Orchestration, Management and resilience\" department, Orange Labs Networks, Ch\u00e2tillon, France"],"affiliations":[{"raw_affiliation_string":"\u201cSDM Cognitive Orchestration, Management and resilience\u201d department, Orange Labs Networks, Ch\u00e2tillon, France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"\"SDM Cognitive Orchestration, Management and resilience\" department, Orange Labs Networks, Ch\u00e2tillon, France","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049979746","display_name":"Jaafar Bendriss","orcid":null},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jaafar Bendriss","raw_affiliation_strings":["\u201cSDM Cognitive Orchestration, Management and resilience\u201d department, Orange Labs Networks, Ch\u00e2tillon, France","\"SDM Cognitive Orchestration, Management and resilience\" department, Orange Labs Networks, Ch\u00e2tillon, France"],"affiliations":[{"raw_affiliation_string":"\u201cSDM Cognitive Orchestration, Management and resilience\u201d department, Orange Labs Networks, Ch\u00e2tillon, France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"\"SDM Cognitive Orchestration, Management and resilience\" department, Orange Labs Networks, Ch\u00e2tillon, France","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065802292","display_name":"Alassane Samba","orcid":"https://orcid.org/0000-0002-0839-9453"},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alassane Samba","raw_affiliation_strings":["\u201cService Insertion and Network Architecture for IP interpersonal services\u201d department, Orange Labs Networks, Lannion, France","\"Service Insertion and Network Architecture for IP interpersonal services\" department, Orange Labs Networks, Lannion, France"],"affiliations":[{"raw_affiliation_string":"\u201cService Insertion and Network Architecture for IP interpersonal services\u201d department, Orange Labs Networks, Lannion, France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"\"Service Insertion and Network Architecture for IP interpersonal services\" department, Orange Labs Networks, Lannion, France","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024715118","display_name":"Philippe Dooze","orcid":"https://orcid.org/0000-0001-9205-9066"},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philippe Dooze","raw_affiliation_strings":["\u201cService Insertion and Network Architecture for IP interpersonal services\u201d department, Orange Labs Networks, Lannion, France","\"Service Insertion and Network Architecture for IP interpersonal services\" department, Orange Labs Networks, Lannion, France"],"affiliations":[{"raw_affiliation_string":"\u201cService Insertion and Network Architecture for IP interpersonal services\u201d department, Orange Labs Networks, Lannion, France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"\"Service Insertion and Network Architecture for IP interpersonal services\" department, Orange Labs Networks, Lannion, France","institution_ids":["https://openalex.org/I19370010"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5062931081"],"corresponding_institution_ids":["https://openalex.org/I19370010"],"apc_list":null,"apc_paid":null,"fwci":2.6965,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.91447436,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"252","last_page":"259"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11478","display_name":"Caching and Content Delivery","score":0.9592999815940857,"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":0.7914962768554688},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6129112243652344},{"id":"https://openalex.org/keywords/enforcement","display_name":"Enforcement","score":0.5609397888183594},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.4916444420814514},{"id":"https://openalex.org/keywords/cognitive-architecture","display_name":"Cognitive architecture","score":0.4442009925842285},{"id":"https://openalex.org/keywords/quality-management","display_name":"Quality management","score":0.44361361861228943},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4315282702445984},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42104798555374146},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4201546013355255},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.32140278816223145},{"id":"https://openalex.org/keywords/management-system","display_name":"Management system","score":0.2580304741859436},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11869537830352783},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.09202465415000916}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7914962768554688},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6129112243652344},{"id":"https://openalex.org/C2779777834","wikidata":"https://www.wikidata.org/wiki/Q4202277","display_name":"Enforcement","level":2,"score":0.5609397888183594},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.4916444420814514},{"id":"https://openalex.org/C20854674","wikidata":"https://www.wikidata.org/wiki/Q4386060","display_name":"Cognitive architecture","level":3,"score":0.4442009925842285},{"id":"https://openalex.org/C71405471","wikidata":"https://www.wikidata.org/wiki/Q757012","display_name":"Quality management","level":3,"score":0.44361361861228943},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4315282702445984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42104798555374146},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4201546013355255},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.32140278816223145},{"id":"https://openalex.org/C198783460","wikidata":"https://www.wikidata.org/wiki/Q629173","display_name":"Management system","level":2,"score":0.2580304741859436},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11869537830352783},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.09202465415000916},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icin.2017.7899421","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icin.2017.7899421","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 20th Conference on Innovations in Clouds, Internet and Networks (ICIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1475575984","https://openalex.org/W1480153442","https://openalex.org/W1586335931","https://openalex.org/W1624041926","https://openalex.org/W1680392829","https://openalex.org/W1994770732","https://openalex.org/W2010670047","https://openalex.org/W2010967623","https://openalex.org/W2021908566","https://openalex.org/W2030481825","https://openalex.org/W2031679758","https://openalex.org/W2043542548","https://openalex.org/W2061109653","https://openalex.org/W2064675550","https://openalex.org/W2082092246","https://openalex.org/W2084103412","https://openalex.org/W2101073874","https://openalex.org/W2106453017","https://openalex.org/W2136656157","https://openalex.org/W2139307018","https://openalex.org/W2145798490","https://openalex.org/W2150703889","https://openalex.org/W2168112441","https://openalex.org/W2395592657","https://openalex.org/W2518248207","https://openalex.org/W2547803919","https://openalex.org/W2911964244","https://openalex.org/W6637386731","https://openalex.org/W6712002377"],"related_works":["https://openalex.org/W4226026301","https://openalex.org/W2099704814","https://openalex.org/W4360993851","https://openalex.org/W3046446793","https://openalex.org/W3125992077","https://openalex.org/W1580010780","https://openalex.org/W2138148318","https://openalex.org/W2009765263","https://openalex.org/W3121915999","https://openalex.org/W4252664052"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,65,93],"novel":[4],"cognitive":[5,90],"management":[6,46,91],"architecture":[7,25],"developed":[8],"within":[9],"the":[10,21,44,89],"H2020":[11],"CogNet":[12],"project":[13],"to":[14,70],"manage":[15],"5G":[16],"networks.":[17],"We":[18],"also":[19],"present":[20],"instantiation":[22,87],"of":[23,88],"this":[24],"for":[26,76,104],"two":[27],"Operator":[28],"use":[29,41,59,106],"cases,":[30],"namely":[31],"`SLA":[32],"enforcement'":[33],"and":[34],"`Mobile":[35],"Quality":[36,62],"Predictor'.":[37],"The":[38,57],"SLA":[39,45],"enforcement":[40],"case":[42],"tackles":[43],"with":[47],"machine":[48,68],"learning":[49,69],"techniques,":[50],"precisely,":[51],"LSTM":[52],"(Long":[53],"Short":[54],"Term":[55],"Memory).":[56],"second":[58],"case,":[60],"Mobile":[61],"Predictor,":[63],"proposes":[64],"framework":[66],"using":[67],"enable":[71],"an":[72,86,99],"accurate":[73],"bandwidth":[74],"prediction":[75],"each":[77,105],"mobile":[78],"subscriber":[79],"in":[80],"real-time.":[81],"A":[82],"problem":[83],"statement,":[84],"stakeholders,":[85],"architecture,":[92],"related":[94],"work":[95],"as":[96,98],"well":[97],"evaluation":[100],"results":[101],"are":[102],"presented":[103],"case.":[107]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}