{"id":"https://openalex.org/W4281734774","doi":"https://doi.org/10.1109/noms54207.2022.9789904","title":"Demonstrating Network Slice KPI Monitoring in a 5G Testbed","display_name":"Demonstrating Network Slice KPI Monitoring in a 5G Testbed","publication_year":2022,"publication_date":"2022-04-25","ids":{"openalex":"https://openalex.org/W4281734774","doi":"https://doi.org/10.1109/noms54207.2022.9789904"},"language":"en","primary_location":{"id":"doi:10.1109/noms54207.2022.9789904","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms54207.2022.9789904","pdf_url":null,"source":{"id":"https://openalex.org/S4363605650","display_name":"NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium","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/A5073420272","display_name":"Niloy Saha","orcid":"https://orcid.org/0000-0002-5955-4994"},"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":"Niloy Saha","raw_affiliation_strings":["University of Waterloo,Canada","University of Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Waterloo,Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"University of Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102995093","display_name":"Alexander James","orcid":"https://orcid.org/0000-0003-0838-8575"},"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":"Alexander James","raw_affiliation_strings":["University of Waterloo,Canada","University of Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Waterloo,Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"University of Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017149323","display_name":"Nashid Shahriar","orcid":"https://orcid.org/0000-0002-1101-6716"},"institutions":[{"id":"https://openalex.org/I194028371","display_name":"University of Regina","ror":"https://ror.org/03dzc0485","country_code":"CA","type":"education","lineage":["https://openalex.org/I194028371"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nashid Shahriar","raw_affiliation_strings":["University of Regina,Canada","University of Regina, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Regina,Canada","institution_ids":["https://openalex.org/I194028371"]},{"raw_affiliation_string":"University of Regina, Canada","institution_ids":["https://openalex.org/I194028371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038723583","display_name":"Raouf Boutaba","orcid":"https://orcid.org/0000-0001-7936-6862"},"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":"Raouf Boutaba","raw_affiliation_strings":["University of Waterloo,Canada","University of Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Waterloo,Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"University of Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065045834","display_name":"Aladdin Saleh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127050","display_name":"Rogers Communications (Canada)","ror":"https://ror.org/032bte841","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210127050"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Aladdin Saleh","raw_affiliation_strings":["Rogers Communications, Canada Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rogers Communications, Canada Inc","institution_ids":["https://openalex.org/I4210127050"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.6404,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.95062241,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9991000294685364,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9991000294685364,"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/T12127","display_name":"Software System Performance and Reliability","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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9713000059127808,"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/testbed","display_name":"Testbed","score":0.8366305828094482},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7804633378982544},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.7499512434005737},{"id":"https://openalex.org/keywords/performance-indicator","display_name":"Performance indicator","score":0.7071698904037476},{"id":"https://openalex.org/keywords/slicing","display_name":"Slicing","score":0.5586627721786499},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5579501986503601},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5328764319419861},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.5050974488258362},{"id":"https://openalex.org/keywords/core-network","display_name":"Core network","score":0.43907055258750916},{"id":"https://openalex.org/keywords/network-monitoring","display_name":"Network monitoring","score":0.4371769428253174},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.27832502126693726},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25966760516166687},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2507197856903076},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10443058609962463}],"concepts":[{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.8366305828094482},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7804633378982544},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.7499512434005737},{"id":"https://openalex.org/C135510737","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Performance indicator","level":2,"score":0.7071698904037476},{"id":"https://openalex.org/C2776190703","wikidata":"https://www.wikidata.org/wiki/Q488148","display_name":"Slicing","level":2,"score":0.5586627721786499},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5579501986503601},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5328764319419861},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.5050974488258362},{"id":"https://openalex.org/C5038329","wikidata":"https://www.wikidata.org/wiki/Q1142907","display_name":"Core network","level":2,"score":0.43907055258750916},{"id":"https://openalex.org/C81877898","wikidata":"https://www.wikidata.org/wiki/Q1965787","display_name":"Network monitoring","level":2,"score":0.4371769428253174},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.27832502126693726},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25966760516166687},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2507197856903076},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10443058609962463},{"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/noms54207.2022.9789904","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms54207.2022.9789904","pdf_url":null,"source":{"id":"https://openalex.org/S4363605650","display_name":"NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W79913212","https://openalex.org/W2094884983","https://openalex.org/W2378898096","https://openalex.org/W2393746923","https://openalex.org/W2972496411","https://openalex.org/W560952460","https://openalex.org/W3033662781","https://openalex.org/W4315605910","https://openalex.org/W2494207249","https://openalex.org/W4241427308"],"abstract_inverted_index":{"Network":[0],"slicing":[1],"has":[2],"been":[3],"envisaged":[4],"as":[5],"a":[6,78,83,91,115],"key":[7],"enabler":[8],"to":[9,24,76],"satisfy":[10],"diverse":[11],"requirements":[12],"of":[13,30,56,85,107],"5G":[14,33,58,80],"networks,":[15],"by":[16],"creating":[17],"multiple":[18,95],"isolated":[19],"end-to-end":[20,32],"virtual":[21],"networks":[22],"dedicated":[23],"different":[25],"services.":[26],"An":[27],"accurate":[28],"view":[29],"these":[31],"network":[34,96,111],"slices":[35,97],"is":[36],"essential":[37],"for":[38,93],"both":[39],"artificial":[40],"intelligence":[41],"(AI)":[42],"driven":[43],"slice":[44,64,112],"orchestration,":[45],"and":[46,88,109],"data-driven":[47],"automated":[48],"service":[49],"assurance.":[50],"However,":[51],"the":[52,57,105],"existing":[53],"open-source":[54,86],"implementations":[55],"core":[59],"do":[60],"not":[61],"natively":[62],"support":[63],"Key":[65],"Performance":[66],"Indicator":[67],"(KPI)":[68],"monitoring.":[69],"In":[70],"this":[71],"demonstration,":[72],"we":[73],"show":[74,104],"how":[75],"deploy":[77],"functional":[79],"testbed":[81],"using":[82,114],"combination":[84],"frameworks":[87],"tools,":[89],"with":[90],"guide":[92],"configuring":[94],"published":[98],"on":[99],"GitHub":[100],"[1].":[101],"We":[102],"also":[103],"feasibility":[106],"monitoring":[108],"visualizing":[110],"KPIs":[113],"representative":[116],"cloud-gaming":[117],"use-case.":[118]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8}],"updated_date":"2026-06-17T08:01:34.144755","created_date":"2025-10-10T00:00:00"}
