{"id":"https://openalex.org/W4285774461","doi":"https://doi.org/10.1109/globecom38437.2019.9013564","title":"Smart Service-Oriented Clustering for Dynamic Slice Configuration","display_name":"Smart Service-Oriented Clustering for Dynamic Slice Configuration","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W4285774461","doi":"https://doi.org/10.1109/globecom38437.2019.9013564"},"language":"en","primary_location":{"id":"doi:10.1109/globecom38437.2019.9013564","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom38437.2019.9013564","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.aalto.fi/en/publications/6ec230c0-224f-4ec2-899c-0544177310a3","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087043869","display_name":"Tarik Taleb","orcid":"https://orcid.org/0000-0003-1119-1239"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI","KR"],"is_corresponding":false,"raw_author_name":"Tarik Taleb","raw_affiliation_strings":["Aalto University, Espoo, Finland","Sejong University, Seoul, Korea","University of Oulu, Oulu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Sejong University, Seoul, Korea","institution_ids":["https://openalex.org/I28777354"]},{"raw_affiliation_string":"University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051463688","display_name":"Djamel Eddine Bensalem","orcid":null},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Djamel Eddine Bensalem","raw_affiliation_strings":["Aalto University, Espoo, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051385791","display_name":"Abdelquoddouss Laghrissi","orcid":"https://orcid.org/0000-0002-9107-6953"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Abdelquoddouss Laghrissi","raw_affiliation_strings":["Aalto University, Espoo, Finland","University of Oulu, Oulu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2404,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.49138736,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"abs 1509 5875","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998000264167786,"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":0.9998000264167786,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9929999709129333,"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":0.8103190660476685},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6740955114364624},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5836799144744873},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4597058892250061},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.45479705929756165},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4473079741001129},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13633200526237488}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8103190660476685},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6740955114364624},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5836799144744873},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4597058892250061},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.45479705929756165},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4473079741001129},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13633200526237488},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"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":2,"locations":[{"id":"doi:10.1109/globecom38437.2019.9013564","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom38437.2019.9013564","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/43879","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/6ec230c0-224f-4ec2-899c-0544177310a3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"}],"best_oa_location":{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/43879","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/6ec230c0-224f-4ec2-899c-0544177310a3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6299999952316284}],"awards":[{"id":"https://openalex.org/G3235429562","display_name":"A HOLISTIC, INNOVATIVE FRAMEWORK FOR THE DESIGN, DEVELOPMENT AND ORCHESTRATION OF 5G-READY APPLICATIONS AND NETWORK SERVICES OVER SLICED PROGRAMMABLE INFRASTRUCTURE","funder_award_id":"761898","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8031623632","display_name":"Technical and environmental analysis of advanced strategies for the energy\nvalorisation of biomass","funder_award_id":"318927","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2028926203","https://openalex.org/W2032129959","https://openalex.org/W2038268348","https://openalex.org/W2150093579","https://openalex.org/W2154053567","https://openalex.org/W2186294064","https://openalex.org/W2612179101","https://openalex.org/W2783547952","https://openalex.org/W2791492153","https://openalex.org/W2793519446","https://openalex.org/W2807864778","https://openalex.org/W6686805836"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W1926736923","https://openalex.org/W2158836806","https://openalex.org/W2393816671","https://openalex.org/W2083665254","https://openalex.org/W2942177010"],"abstract_inverted_index":{"The":[0,167],"fifth":[1],"generation":[2],"(5G)":[3],"and":[4,32,94,98,119,139,158,164],"beyond":[5],"wireless":[6],"networks":[7,57],"are":[8],"foreseen":[9],"to":[10,19,59],"operate":[11],"in":[12,17,47],"a":[13,109],"fully":[14],"automated":[15],"manner,":[16],"order":[18],"fulfill":[20],"the":[21,27,34,44,53,81,114,149,174,177],"promise":[22],"of":[23,36,55,70,76,121,135,176],"ultra-short":[24],"latency,":[25],"meet":[26],"exponentially":[28],"increasing":[29],"resource":[30],"requirements,":[31],"offer":[33],"quality":[35,69],"experience":[37],"(QoE)":[38],"expected":[39],"from":[40],"end-":[41],"users.":[42],"Among":[43],"ingredients":[45],"involved":[46],"such":[48],"environments,":[49],"network":[50,151],"slicing":[51],"enables":[52],"creation":[54],"logical":[56],"tailored":[58],"support":[60],"specific":[61],"application":[62],"demands":[63],"(i.e.,":[64,123],"service":[65,71,92],"level":[66],"agreement":[67],"SLA,":[68],"QoS,":[72],"etc.)":[73,126],"on":[74,90,148],"top":[75],"physical":[77],"infrastructure.":[78],"This":[79],"creates":[80],"need":[82],"for":[83,113],"mechanisms":[84],"that":[85],"can":[86],"collect":[87],"spatiotemporal":[88],"information":[89],"users'":[91],"consumption,":[93],"identify":[95],"meaningful":[96],"insights":[97],"patterns,":[99],"leveraging":[100],"machinelearning":[101],"techniques.":[102],"In":[103],"this":[104],"vein,":[105],"our":[106],"paper":[107],"proposes":[108],"framework":[110,153],"dubbed":[111],"\"SOCL\"":[112],"Service":[115],"Oriented":[116],"CLustering,":[117],"analysis":[118],"profiling":[120],"users":[122],"humans,":[124],"sensors,":[125],"when":[127],"consuming":[128],"enhanced":[129],"Mobile":[130],"BroadBand":[131],"(eMBB)":[132],"applications,":[133],"internet":[134],"things":[136],"(IoT)":[137],"services,":[138],"unmanned":[140],"aerial":[141],"vehicles":[142],"services":[143],"(UAVs).":[144],"SOCL":[145],"relies":[146],"mainly":[147],"realistic":[150],"simulation":[152],"\"network":[154],"slice":[155],"planner\"":[156],"(NSP),":[157],"two":[159],"clustering":[160],"methods":[161],"namely":[162],"K-means":[163],"hierarchical":[165],"clustering.":[166],"obtained":[168],"results":[169],"showcase":[170],"interesting":[171],"features,":[172],"highlighting":[173],"benefit":[175],"proposed":[178],"framework.":[179]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
