乐胖代购免代理版

{"id":"https://openalex.org/W4381745138","doi":"https://doi.org/10.1109/noms56928.2023.10154428","title":"Domain Adaptation for Network Performance Modeling with and without Labeled Data","display_name":"Domain Adaptation for Network Performance Modeling with and without Labeled Data","publication_year":2023,"publication_date":"2023-05-08","ids":{"openalex":"https://openalex.org/W4381745138","doi":"https://doi.org/10.1109/noms56928.2023.10154428"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms56928.2023.10154428","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_indexed_in_scopus":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":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5080431146","display_name":"Hannes Larsson","orcid":null},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Hannes Larsson","raw_affiliation_strings":["Ericsson Research, Sweden"],"affiliations":[{"raw_affiliation_string":"Ericsson Research, Sweden","institution_ids":["https://openalex.org/I1306339040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003111942","display_name":"Farnaz Moradi","orcid":"https://orcid.org/0000-0001-6401-2762"},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Farnaz Moradi","raw_affiliation_strings":["Ericsson Research, Sweden"],"affiliations":[{"raw_affiliation_string":"Ericsson Research, Sweden","institution_ids":["https://openalex.org/I1306339040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102754275","display_name":"Jalil Taghia","orcid":"https://orcid.org/0009-0004-2721-4030"},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Jalil Taghia","raw_affiliation_strings":["Ericsson Research, Sweden"],"affiliations":[{"raw_affiliation_string":"Ericsson Research, Sweden","institution_ids":["https://openalex.org/I1306339040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085322891","display_name":"Xiaoyu Lan","orcid":"https://orcid.org/0009-0005-1324-8085"},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Xiaoyu Lan","raw_affiliation_strings":["Ericsson Research, Sweden"],"affiliations":[{"raw_affiliation_string":"Ericsson Research, Sweden","institution_ids":["https://openalex.org/I1306339040"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023887843","display_name":"Andreas Johnsson","orcid":"https://orcid.org/0000-0003-3743-9431"},"institutions":[{"id":"https://openalex.org/I123387679","display_name":"Uppsala University","ror":"https://ror.org/048a87296","country_code":"SE","type":"funder","lineage":["https://openalex.org/I123387679"]},{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Andreas Johnsson","raw_affiliation_strings":["Department of Information Technology, Uppsala University, Sweden","Ericsson Research, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Uppsala University, Sweden","institution_ids":["https://openalex.org/I123387679"]},{"raw_affiliation_string":"Ericsson Research, Sweden","institution_ids":["https://openalex.org/I1306339040"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.502,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.786649,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":89},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9638,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9638,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9269,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9223,"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":0.84742653},{"id":"https://openalex.org/keywords/network-performance","display_name":"Network Performance","score":0.51540935},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain Adaptation","score":0.4856521},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.43583846}],"concepts":[{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.84742653},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.84021544},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6297817},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6088639},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5372431},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5214488},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.51540935},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49682334},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.4856521},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4783656},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.46934235},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.43583846},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28113955},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19572932},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1697216},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms56928.2023.10154428","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_indexed_in_scopus":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":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.63,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":27,"referenced_works":["https://openalex.org/W1475575984","https://openalex.org/W2102150307","https://openalex.org/W2165698076","https://openalex.org/W2518735612","https://openalex.org/W2593768305","https://openalex.org/W2809684781","https://openalex.org/W2817117707","https://openalex.org/W2899771611","https://openalex.org/W2935033494","https://openalex.org/W2969266906","https://openalex.org/W2998115938","https://openalex.org/W2999363952","https://openalex.org/W3010335356","https://openalex.org/W3018469696","https://openalex.org/W3039883906","https://openalex.org/W3045763445","https://openalex.org/W3089283090","https://openalex.org/W3092419188","https://openalex.org/W3096831136","https://openalex.org/W3163257830","https://openalex.org/W3179685007","https://openalex.org/W3215322745","https://openalex.org/W4212917135","https://openalex.org/W4281763090","https://openalex.org/W4285130000","https://openalex.org/W4285160334","https://openalex.org/W4290973890"],"related_works":["https://openalex.org/W4285042611","https://openalex.org/W3195353062","https://openalex.org/W3003320923","https://openalex.org/W2883256816","https://openalex.org/W2171408034","https://openalex.org/W2152313554","https://openalex.org/W2106140982","https://openalex.org/W2064303750","https://openalex.org/W2049273148","https://openalex.org/W1509300825"],"abstract_inverted_index":{"Network":[0],"performance":[1,35,91,125],"modeling":[2,126],"using":[3,55,82,127],"machine":[4],"learning":[5],"(ML)":[6],"has":[7],"proven":[8],"to":[9,43,71,85,113],"be":[10,53,67],"essential":[11],"for":[12,89,123,159],"proactive":[13],"network":[14,24,90,124],"and":[15,20,139],"service":[16],"management.":[17],"Dynamic":[18],"changes":[19],"re-configurations":[21],"in":[22,33],"the":[23,28,34,37,50,60,102,140,157,176],"infrastructure":[25],"can":[26,66],"impact":[27,103],"data":[29,58,106,117,130],"distribution,":[30],"causing":[31],"degradation":[32],"of":[36,104,162],"deployed":[38],"ML":[39],"models.":[40],"To":[41],"adapt":[42],"such":[44],"changes,":[45],"traditional":[46],"approaches":[47],"suggest":[48],"that":[49,152],"models":[51],"must":[52],"updated":[54],"new":[56],"labeled":[57,105,116,163],"from":[59,109,134,142],"operational":[61],"network.":[62],"Unfortunately,":[63],"these":[64,87],"labels":[65,112],"costly":[68,160],"or":[69,171],"impossible":[70],"obtain.In":[72],"this":[73],"paper,":[74],"we":[75,100],"propose":[76],"a":[77,114,135,143],"customized":[78],"approach":[79],"named":[80],"cDANN":[81],"domain":[83],"adaptation":[84],"target":[86],"challenges":[88],"modeling.":[92],"We":[93,119],"report":[94],"on":[95,173],"an":[96],"empirical":[97],"study":[98,121],"where":[99],"evaluate":[101],"availability,":[107],"ranging":[108],"no":[110],"available":[111],"fully":[115],"set.":[118],"specifically":[120],"scenarios":[122],"two":[128],"realistic":[129],"sets;":[131],"one":[132],"obtained":[133],"cloud":[136],"testbed":[137],"environment":[138],"other":[141],"5G":[144],"-":[145],"mm":[146],"Wave":[147],"testbed.":[148],"Our":[149],"results":[150],"show":[151],"incorporating":[153],"unlabeled":[154],"samples":[155],"reduces":[156],"need":[158],"collection":[161],"data.":[164],"The":[165],"proposed":[166],"method":[167],"either":[168],"radically":[169],"improves":[170],"performs":[172],"par":[174],"with":[175],"baselines.":[177]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4381745138","counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-02-21T17:41:31.001624","created_date":"2023-06-24"}