{"id":"https://openalex.org/W4285146597","doi":"https://doi.org/10.1109/tnsm.2022.3186856","title":"Robust Access Point Clustering in Edge Computing Resource Optimization","display_name":"Robust Access Point Clustering in Edge Computing Resource Optimization","publication_year":2022,"publication_date":"2022-06-28","ids":{"openalex":"https://openalex.org/W4285146597","doi":"https://doi.org/10.1109/tnsm.2022.3186856"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2022.3186856","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2022.3186856","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Transactions on Network and Service Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03719676","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057898023","display_name":"Nour-El-Houda Yellas","orcid":"https://orcid.org/0000-0001-7769-6243"},"institutions":[{"id":"https://openalex.org/I4210145724","display_name":"Centre d'Etudes et De Recherche en Informatique et Communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Nour-El-Houda Yellas","raw_affiliation_strings":["Center for Studies and Research in Computer Science and Communication (CEDRIC), Cnam, Paris, France"],"affiliations":[{"raw_affiliation_string":"Center for Studies and Research in Computer Science and Communication (CEDRIC), Cnam, Paris, France","institution_ids":["https://openalex.org/I4210145724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061900997","display_name":"Selma Boumerdassi","orcid":"https://orcid.org/0000-0003-2603-2433"},"institutions":[{"id":"https://openalex.org/I4210145724","display_name":"Centre d'Etudes et De Recherche en Informatique et Communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Selma Boumerdassi","raw_affiliation_strings":["Center for Studies and Research in Computer Science and Communication (CEDRIC), Cnam, Paris, France"],"affiliations":[{"raw_affiliation_string":"Center for Studies and Research in Computer Science and Communication (CEDRIC), Cnam, Paris, France","institution_ids":["https://openalex.org/I4210145724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020841360","display_name":"Alberto Ceselli","orcid":"https://orcid.org/0000-0002-0983-2706"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Ceselli","raw_affiliation_strings":["Department of Informatics, Università degli Studi di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Università degli Studi di Milano, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058545029","display_name":"Bilal Maaz","orcid":"https://orcid.org/0000-0001-8376-3529"},"institutions":[{"id":"https://openalex.org/I4210145724","display_name":"Centre d'Etudes et De Recherche en Informatique et Communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bilal Maaz","raw_affiliation_strings":["Center for Studies and Research in Computer Science and Communication (CEDRIC), Cnam, Paris, France"],"affiliations":[{"raw_affiliation_string":"Center for Studies and Research in Computer Science and Communication (CEDRIC), Cnam, Paris, France","institution_ids":["https://openalex.org/I4210145724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025676566","display_name":"Stefano Secci","orcid":"https://orcid.org/0000-0002-6129-0676"},"institutions":[{"id":"https://openalex.org/I4210145724","display_name":"Centre d'Etudes et De Recherche en Informatique et Communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Stefano Secci","raw_affiliation_strings":["Center for Studies and Research in Computer Science and Communication (CEDRIC), Cnam, Paris, France"],"affiliations":[{"raw_affiliation_string":"Center for Studies and Research in Computer Science and Communication (CEDRIC), Cnam, Paris, France","institution_ids":["https://openalex.org/I4210145724"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5057898023"],"corresponding_institution_ids":["https://openalex.org/I4210145724"],"apc_list":null,"apc_paid":null,"fwci":0.1381,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.45728183,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"19","issue":"3","first_page":"2738","last_page":"2750"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998999834060669,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998999834060669,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9911999702453613,"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/T13553","display_name":"Age of Information Optimization","score":0.9850000143051147,"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":0.8672216534614563},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7849348187446594},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6831462383270264},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.6481580138206482},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6436285972595215},{"id":"https://openalex.org/keywords/access-control","display_name":"Access control","score":0.46551182866096497},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4613935947418213},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.44637641310691833},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4430609941482544},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4230327010154724},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10375440120697021},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.08848986029624939},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08757668733596802}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8672216534614563},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7849348187446594},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6831462383270264},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.6481580138206482},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6436285972595215},{"id":"https://openalex.org/C527821871","wikidata":"https://www.wikidata.org/wiki/Q228502","display_name":"Access control","level":2,"score":0.46551182866096497},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4613935947418213},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.44637641310691833},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4430609941482544},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4230327010154724},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10375440120697021},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.08848986029624939},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08757668733596802}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tnsm.2022.3186856","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2022.3186856","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Transactions on Network and Service Management","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03719676v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03719676","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"IEEE Transactions on Network and Service Management, 2022, 19 (3), pp.2738 - 2750. ⟨10.1109/TNSM.2022.3186856⟩","raw_type":"Journal articles"},{"id":"pmh:oai:air.unimi.it:2434/937308","is_oa":true,"landing_page_url":"https://hdl.handle.net/2434/937308","pdf_url":null,"source":{"id":"https://openalex.org/S4306400516","display_name":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189158943","host_organization_name":"University of Milan","host_organization_lineage":["https://openalex.org/I189158943"],"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":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03719676v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03719676","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"IEEE Transactions on Network and Service Management, 2022, 19 (3), pp.2738 - 2750. ⟨10.1109/TNSM.2022.3186856⟩","raw_type":"Journal articles"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2346096492","https://openalex.org/W2537188595","https://openalex.org/W2576752910","https://openalex.org/W2615459164","https://openalex.org/W2767990773","https://openalex.org/W2783769907","https://openalex.org/W2786348542","https://openalex.org/W2791444555","https://openalex.org/W2792782202","https://openalex.org/W2808381205","https://openalex.org/W2808731318","https://openalex.org/W2884787379","https://openalex.org/W2887051675","https://openalex.org/W2889260512","https://openalex.org/W2890841063","https://openalex.org/W2895864522","https://openalex.org/W2896356700","https://openalex.org/W2921727339","https://openalex.org/W2960282533","https://openalex.org/W3005777341","https://openalex.org/W3013158795","https://openalex.org/W3037103914","https://openalex.org/W3045790775","https://openalex.org/W3088394429","https://openalex.org/W3096000766","https://openalex.org/W3118240171","https://openalex.org/W3178184685","https://openalex.org/W6687206350","https://openalex.org/W6781369184"],"related_works":["https://openalex.org/W2017432143","https://openalex.org/W1973694374","https://openalex.org/W2983574358","https://openalex.org/W2370475531","https://openalex.org/W2979760315","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W4386004629","https://openalex.org/W2942586735","https://openalex.org/W2956163139"],"abstract_inverted_index":{"Multi-access":[0],"Edge":[1],"Computing":[2],"(MEC)":[3],"technology":[4],"has":[5],"emerged":[6],"to":[7,49,65,131],"overcome":[8],"traditional":[9],"cloud":[10],"computing":[11],"limitations,":[12],"challenged":[13],"by":[14,94,124],"the":[15,34,53,67,70,91,137],"new":[16],"5G":[17],"services":[18],"with":[19],"heavy":[20],"and":[21,27,121,126],"heterogeneous":[22],"requirements":[23],"on":[24,61,96,101,154],"both":[25,118],"latency":[26],"bandwidth.":[28],"In":[29,73],"this":[30],"work,":[31],"we":[32,75],"tackle":[33],"problem":[35],"of":[36,46,69],"clustering":[37,47,89],"access":[38,87],"points":[39,88],"in":[40,129,140],"MEC":[41,78,144,155],"environments,":[42],"introducing":[43],"a":[44,132],"set":[45],"models":[48],"be":[50,83],"deployed":[51],"at":[52],"pre-provisioning":[54],"phase.":[55],"We":[56],"go":[57],"through":[58],"extensive":[59],"simulations":[60],"real-world":[62],"traffic":[63,104],"demands":[64],"evaluate":[66],"performance":[68],"proposed":[71],"solutions.":[72],"addition,":[74],"show":[76,109],"how":[77],"hosts":[79,145],"capacity":[80,146],"violation":[81],"can":[82],"decreased":[84],"when":[85,99],"integrating":[86],"into":[90],"orchestration":[92],"model,":[93],"investigating":[95],"solution":[97],"accuracy":[98],"applied":[100],"held-out":[102],"users":[103],"demands.":[105],"The":[106],"obtained":[107],"results":[108],"that":[110],"our":[111],"approach":[112],"outperforms":[113],"two":[114,138],"state-of-the-art":[115],"algorithms,":[116],"reducing":[117],"memory":[119],"usage":[120,147],"execution":[122],"time,":[123],"46%":[125],"50%,":[127],"respectively,":[128],"comparison":[130],"baseline":[133],"algorithm.":[134],"It":[135],"surpasses":[136],"methods":[139],"gaining":[141],"control":[142],"over":[143],"for":[148],"different":[149],"maximum":[150],"achieved":[151],"occupancy":[152],"levels":[153],"hosts.":[156]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}