{"id":"https://openalex.org/W4389495320","doi":"https://doi.org/10.1109/ojcoms.2023.3341002","title":"Proactive and Intelligent Monitoring and Orchestration of Cloud-Native IP Multimedia Subsystem","display_name":"Proactive and Intelligent Monitoring and Orchestration of Cloud-Native IP Multimedia Subsystem","publication_year":2023,"publication_date":"2023-12-08","ids":{"openalex":"https://openalex.org/W4389495320","doi":"https://doi.org/10.1109/ojcoms.2023.3341002"},"language":"en","primary_location":{"id":"doi:10.1109/ojcoms.2023.3341002","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2023.3341002","pdf_url":"https://ieeexplore.ieee.org/ielx7/8782661/8901158/10349688.pdf","source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Open Journal of the Communications Society","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/8782661/8901158/10349688.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016917873","display_name":"Rasel Chowdhury","orcid":"https://orcid.org/0000-0001-6056-8691"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rasel Chowdhury","raw_affiliation_strings":["Department of Software Engineering and Information Technology, École de technologie supérieure, Montreal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0001-6056-8691","affiliations":[{"raw_affiliation_string":"Department of Software Engineering and Information Technology, École de technologie supérieure, Montreal, QC, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091698581","display_name":"Chamseddine Talhi","orcid":"https://orcid.org/0000-0003-2264-8265"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Chamseddine Talhi","raw_affiliation_strings":["Department of Software Engineering and Information Technology, École de technologie supérieure, Montreal, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering and Information Technology, École de technologie supérieure, Montreal, QC, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045523857","display_name":"Hakima Ould\u2010Slimane","orcid":"https://orcid.org/0000-0002-2694-6959"},"institutions":[{"id":"https://openalex.org/I63341726","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res","ror":"https://ror.org/02xrw9r68","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I63341726"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hakima Ould-Slimane","raw_affiliation_strings":["Department of Mathematics and Computer Science, Université du Québec à Trois-Rivières, Trois-Rivières, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-2694-6959","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Université du Québec à Trois-Rivières, Trois-Rivières, QC, Canada","institution_ids":["https://openalex.org/I63341726"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005269467","display_name":"Azzam Mourad","orcid":"https://orcid.org/0000-0001-9434-5322"},"institutions":[{"id":"https://openalex.org/I120250893","display_name":"New York University Abu Dhabi","ror":"https://ror.org/00e5k0821","country_code":"AE","type":"education","lineage":["https://openalex.org/I120250893","https://openalex.org/I57206974"]},{"id":"https://openalex.org/I56306041","display_name":"Lebanese American University","ror":"https://ror.org/00hqkan37","country_code":"LB","type":"education","lineage":["https://openalex.org/I56306041"]}],"countries":["AE","LB"],"is_corresponding":false,"raw_author_name":"Azzam Mourad","raw_affiliation_strings":["Department of CSM, Artificial Intelligence and Cyber Systems Research Center, Lebanese American University, Beirut, Lebanon","Division of Science, New York University, Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0001-9434-5322","affiliations":[{"raw_affiliation_string":"Department of CSM, Artificial Intelligence and Cyber Systems Research Center, Lebanese American University, Beirut, Lebanon","institution_ids":["https://openalex.org/I56306041"]},{"raw_affiliation_string":"Division of Science, New York University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I120250893"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":0.8827,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76089705,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"5","issue":null,"first_page":"139","last_page":"155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9987999796867371,"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":0.9987999796867371,"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":0.9969000220298767,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9943000078201294,"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/orchestration","display_name":"Orchestration","score":0.9139212369918823},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8650352954864502},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8094338774681091},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7487016916275024},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5645903944969177},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5323069095611572},{"id":"https://openalex.org/keywords/ip-multimedia-subsystem","display_name":"IP Multimedia Subsystem","score":0.4710512161254883},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.4171587824821472},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3653239905834198},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.34100341796875},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3266971707344055},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09704756736755371}],"concepts":[{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.9139212369918823},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8650352954864502},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8094338774681091},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7487016916275024},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5645903944969177},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5323069095611572},{"id":"https://openalex.org/C26878273","wikidata":"https://www.wikidata.org/wiki/Q1140664","display_name":"IP Multimedia Subsystem","level":3,"score":0.4710512161254883},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.4171587824821472},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3653239905834198},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.34100341796875},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3266971707344055},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09704756736755371},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"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/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ojcoms.2023.3341002","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2023.3341002","pdf_url":"https://ieeexplore.ieee.org/ielx7/8782661/8901158/10349688.pdf","source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Open Journal of the Communications Society","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ce023e27ec1a4843b143c64ef84c03a9","is_oa":true,"landing_page_url":"https://doaj.org/article/ce023e27ec1a4843b143c64ef84c03a9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Open Journal of the Communications Society, Vol 5, Pp 139-155 (2024)","raw_type":"article"},{"id":"pmh:oai:espace2.etsmtl.ca:28239","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1341030882","host_organization_name":"Educational Testing Service","host_organization_lineage":["https://openalex.org/I1341030882"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article publi\u00e9 dans une revue, r\u00e9vis\u00e9 par les pairs"}],"best_oa_location":{"id":"doi:10.1109/ojcoms.2023.3341002","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2023.3341002","pdf_url":"https://ieeexplore.ieee.org/ielx7/8782661/8901158/10349688.pdf","source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Open Journal of the Communications Society","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.46000000834465027,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389495320.pdf","grobid_xml":"https://content.openalex.org/works/W4389495320.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1539705164","https://openalex.org/W1964357740","https://openalex.org/W2270330859","https://openalex.org/W2313915067","https://openalex.org/W2505108852","https://openalex.org/W2530253327","https://openalex.org/W2588381212","https://openalex.org/W2594856265","https://openalex.org/W2610543177","https://openalex.org/W2738611382","https://openalex.org/W2764209914","https://openalex.org/W2799310732","https://openalex.org/W2801919239","https://openalex.org/W2836959296","https://openalex.org/W2883665093","https://openalex.org/W2897681223","https://openalex.org/W2899180718","https://openalex.org/W2906641606","https://openalex.org/W2906810629","https://openalex.org/W2908765281","https://openalex.org/W2925928617","https://openalex.org/W2961404371","https://openalex.org/W2967691202","https://openalex.org/W2972927421","https://openalex.org/W2996057293","https://openalex.org/W3014805346","https://openalex.org/W3035677451","https://openalex.org/W3045904844","https://openalex.org/W3049730317","https://openalex.org/W3088279376","https://openalex.org/W3121057473","https://openalex.org/W3207494382","https://openalex.org/W4214597043","https://openalex.org/W4242138061","https://openalex.org/W4285248621","https://openalex.org/W4285813758","https://openalex.org/W4294982482","https://openalex.org/W4311922876","https://openalex.org/W6757637131"],"related_works":["https://openalex.org/W79913212","https://openalex.org/W2094884983","https://openalex.org/W2378898096","https://openalex.org/W560952460","https://openalex.org/W2290927522","https://openalex.org/W4283579741","https://openalex.org/W3066706303","https://openalex.org/W876159576","https://openalex.org/W2943612818","https://openalex.org/W1994346114"],"abstract_inverted_index":{"As":[0],"the":[1,21,24,54,62,75,84,88,118,128,144,147,166,172],"cloud":[2,10,148],"moves":[3],"from":[4,65,130],"monolithic":[5],"infrastructure":[6],"to":[7,67,93,104,108],"a":[8,94,123,156,162],"self-isolated":[9],"native":[11,149],"microservice":[12,95],"environment,":[13],"automation":[14],"is":[15,47,83],"becoming":[16],"an":[17],"important":[18],"aspect":[19],"for":[20,126],"management":[22],"of":[23,60,87,146,171],"application":[25,66],"life":[26],"cycle.":[27],"In":[28,113],"this":[29,114],"context,":[30],"there":[31],"are":[32,57,100],"many":[33],"tools":[34],"available":[35,55],"that":[36],"can":[37],"monitor":[38],"these":[39],"applications":[40],"and":[41,53,70,102,133,135,169],"raise":[42],"alarms.":[43],"However,":[44],"automated":[45,72,110],"orchestration":[46,111,138],"still":[48],"in":[49,161],"its":[50],"early":[51],"stages,":[52],"solutions":[56],"not":[58],"capable":[59],"monitoring":[61,127],"whole":[63],"system":[64],"hardware":[68],"levels":[69],"performing":[71,137],"operations":[73],"within":[74],"system.":[76],"Moreover,":[77],"IP":[78],"Multimedia":[79],"Subsystem":[80],"(IMS),":[81],"which":[82],"core":[85],"part":[86],"Telecom":[89],"industry,":[90],"has":[91],"switched":[92],"environment.":[96],"These":[97],"IMS":[98,159],"services":[99],"critical":[101],"need":[103],"be":[105],"proactively":[106,134],"monitored":[107],"provide":[109],"operations.":[112],"paper,":[115],"we":[116],"address":[117],"aforementioned":[119],"problem":[120],"by":[121],"proposing":[122],"new":[124],"scheme":[125],"metrics":[129],"different":[131],"sources":[132],"automatically":[136],"using":[139],"machine":[140],"learning":[141],"while":[142],"improving":[143],"scalability":[145,170],"Virtual":[150],"IMS.":[151],"Experiments":[152],"carried":[153],"out":[154],"with":[155],"real":[157],"cloud-native":[158],"running":[160],"kubernetes":[163],"cluster":[164],"explore":[165],"relevance,":[167],"efficiency":[168],"proposed":[173],"scheme.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}