{"id":"https://openalex.org/W4381744884","doi":"https://doi.org/10.1109/noms56928.2023.10154274","title":"Communication-Efficient and Scalable Management of Self-Organizing Mobile Networks","display_name":"Communication-Efficient and Scalable Management of Self-Organizing Mobile Networks","publication_year":2023,"publication_date":"2023-05-08","ids":{"openalex":"https://openalex.org/W4381744884","doi":"https://doi.org/10.1109/noms56928.2023.10154274"},"language":"en","primary_location":{"id":"doi:10.1109/noms56928.2023.10154274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms56928.2023.10154274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2023-2023 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/A5048061958","display_name":"Tanmoy Bag","orcid":"https://orcid.org/0000-0001-9551-9785"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tanmoy Bag","raw_affiliation_strings":["Technische Universit&#x00E4;t Ilmenau,Ilmenau,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit&#x00E4;t Ilmenau,Ilmenau,Germany","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088976558","display_name":"Sharva Garg","orcid":"https://orcid.org/0000-0002-9652-1411"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sharva Garg","raw_affiliation_strings":["Technische Universit&#x00E4;t Ilmenau,Ilmenau,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit&#x00E4;t Ilmenau,Ilmenau,Germany","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112433427","display_name":"Sriram Parameswaran","orcid":null},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sriram Parameswaran","raw_affiliation_strings":["Technische Universit&#x00E4;t Ilmenau,Ilmenau,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit&#x00E4;t Ilmenau,Ilmenau,Germany","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082158805","display_name":"Diego Preciado","orcid":"https://orcid.org/0000-0003-0075-8279"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Diego Preciado","raw_affiliation_strings":["Technische Universit&#x00E4;t Ilmenau,Ilmenau,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit&#x00E4;t Ilmenau,Ilmenau,Germany","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067157934","display_name":"Andreas Mitschele\u2010Thiel","orcid":"https://orcid.org/0000-0002-7956-5228"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Mitschele-Thiel","raw_affiliation_strings":["Technische Universit&#x00E4;t Ilmenau,Ilmenau,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit&#x00E4;t Ilmenau,Ilmenau,Germany","institution_ids":["https://openalex.org/I119449181"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I119449181"],"apc_list":null,"apc_paid":null,"fwci":0.2425,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.51475487,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7941082119941711},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7844831943511963},{"id":"https://openalex.org/keywords/self-organizing-network","display_name":"Self-organizing network","score":0.7241827249526978},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6338800191879272},{"id":"https://openalex.org/keywords/network-management","display_name":"Network management","score":0.5202432870864868},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.4948579668998718},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.47079789638519287},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.4500836730003357},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.41751986742019653},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41177898645401},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3151113986968994},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2115669548511505}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7941082119941711},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7844831943511963},{"id":"https://openalex.org/C179618828","wikidata":"https://www.wikidata.org/wiki/Q3478119","display_name":"Self-organizing network","level":2,"score":0.7241827249526978},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6338800191879272},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.5202432870864868},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.4948579668998718},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.47079789638519287},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.4500836730003357},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.41751986742019653},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41177898645401},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3151113986968994},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2115669548511505},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/noms56928.2023.10154274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms56928.2023.10154274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium","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":36,"referenced_works":["https://openalex.org/W1533725814","https://openalex.org/W1680030532","https://openalex.org/W1962433415","https://openalex.org/W1964631853","https://openalex.org/W2010230333","https://openalex.org/W2027510795","https://openalex.org/W2098936723","https://openalex.org/W2111654717","https://openalex.org/W2562947506","https://openalex.org/W2613999987","https://openalex.org/W2694863568","https://openalex.org/W2783960081","https://openalex.org/W2797385508","https://openalex.org/W2867877322","https://openalex.org/W2883059862","https://openalex.org/W2936311450","https://openalex.org/W2944465621","https://openalex.org/W2963241379","https://openalex.org/W2982670516","https://openalex.org/W3012427268","https://openalex.org/W3042792180","https://openalex.org/W3088519672","https://openalex.org/W3103617453","https://openalex.org/W3161564167","https://openalex.org/W3169655941","https://openalex.org/W3200981643","https://openalex.org/W3207864094","https://openalex.org/W4248875344","https://openalex.org/W4249997164","https://openalex.org/W4297060071","https://openalex.org/W4312594094","https://openalex.org/W4312609072","https://openalex.org/W4318619660","https://openalex.org/W6728757088","https://openalex.org/W6766260907","https://openalex.org/W6781175393"],"related_works":["https://openalex.org/W3012838233","https://openalex.org/W2323516465","https://openalex.org/W4252510819","https://openalex.org/W4238615239","https://openalex.org/W2330446075","https://openalex.org/W2063960996","https://openalex.org/W4390860228","https://openalex.org/W2903628741","https://openalex.org/W2081459161","https://openalex.org/W2545234387"],"abstract_inverted_index":{"The":[0],"diverse":[1],"Self-Organizing":[2],"Network":[3,132],"(SON)":[4],"Functions":[5],"(SFs)":[6],"targeted":[7],"for":[8,32,79,97,117,122],"the":[9,20,38,42,62,66,80,120,136,174,179,183,189,194],"different":[10],"network":[11,82,125,168],"goals,":[12],"while":[13],"executing":[14],"concurrently,":[15],"tend":[16],"to":[17,28,59,113,140,188],"conflict":[18],"with":[19,73],"operation":[21],"of":[22,69,160,182,193],"each":[23],"other.":[24],"It":[25],"is":[26],"possible":[27],"train":[29,128],"data-driven":[30],"models":[31,116],"SON":[33,63,118,147],"self-coordination":[34],"that":[35,106,173],"can":[36],"capture":[37],"complex":[39],"dynamics":[40],"between":[41,144],"simultaneously":[43],"operating":[44],"SFs.":[45],"Standardized":[46],"functions":[47,148],"like":[48],"Management":[49],"Data":[50],"Analytics":[51],"Service":[52],"(MDAS)":[53],"would":[54],"enable":[55],"several":[56],"solution":[57],"providers":[58],"participate":[60],"in":[61,102,158],"ecosystem":[64],"but":[65],"high":[67],"cost":[68],"data-off":[70],"loading":[71],"along":[72],"privacy":[74],"concerns":[75],"render":[76],"it":[77],"unfavourable":[78],"mobile":[81],"operators.":[83],"In":[84],"this":[85],"work,":[86],"we":[87,171],"propose":[88],"a":[89,108,129],"Federated":[90],"Learning":[91],"(FL)":[92],"enabled":[93],"G-SHOCC":[94,138],"(Generic":[95],"engine":[96],"Self-Healing,":[98],"self-optimization":[99],"and":[100,110,152,154,162,166,178],"self-Coordination":[101],"Cellular":[103],"networks)":[104],"framework":[105,139],"provides":[107],"communication-efficient":[109],"scalable":[111],"platform":[112],"generate":[114],"high-quality":[115],"without":[119],"need":[121],"transferring":[123],"raw":[124],"data.":[126],"We":[127],"Deep":[130],"Neural":[131],"(DNN)":[133],"model":[134,185],"using":[135],"FL-enabled":[137],"achieve":[141],"implicit":[142],"coordination":[143],"three":[145],"intertwined":[146],"\u2013":[149],"CCO,":[150],"ICIC":[151],"COC,":[153],"evaluate":[155],"its":[156],"performance":[157,181],"terms":[159],"coverage":[161],"capacity":[163],"during":[164],"normal":[165],"faulty":[167],"scenarios.":[169],"Finally,":[170],"demonstrate":[172],"overall":[175],"parameter":[176],"recommendations":[177],"closed-loop":[180],"FL":[184],"are":[186],"comparable":[187],"centrally":[190],"trained":[191],"version":[192],"DNN":[195],"model.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
