{"id":"https://openalex.org/W2896356899","doi":"https://doi.org/10.1109/lanman.2018.8475109","title":"Toward Preventive Network Service Management by Neural Networks","display_name":"Toward Preventive Network Service Management by Neural Networks","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2896356899","doi":"https://doi.org/10.1109/lanman.2018.8475109","mag":"2896356899"},"language":"en","primary_location":{"id":"doi:10.1109/lanman.2018.8475109","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lanman.2018.8475109","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5086993000","display_name":"Taichi Kawabata","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Taichi Kawabata","raw_affiliation_strings":["NTT Network Innovation Laboratories"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTT Network Innovation Laboratories","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061992486","display_name":"Takashi Kurimoto","orcid":"https://orcid.org/0000-0002-9379-1803"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takashi Kurimoto","raw_affiliation_strings":["National Institute of Informatics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Informatics","institution_ids":["https://openalex.org/I184597095"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004935109","display_name":"Kimihiro Mizutani","orcid":"https://orcid.org/0000-0003-2020-6578"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kimihiro Mizutani","raw_affiliation_strings":["NTT Network Innovation Laboratories"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTT Network Innovation Laboratories","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"56","issue":null,"first_page":"125","last_page":"126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9987999796867371,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9987999796867371,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.998199999332428,"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":0.9959999918937683,"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":0.7536076307296753},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.6739228963851929},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6180861592292786},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5705311298370361},{"id":"https://openalex.org/keywords/network-service","display_name":"Network service","score":0.5527827739715576},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.5366873741149902},{"id":"https://openalex.org/keywords/network-functions-virtualization","display_name":"Network Functions Virtualization","score":0.5189235210418701},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.49721553921699524},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.47953200340270996},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4628893733024597},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.45250946283340454},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4502347409725189},{"id":"https://openalex.org/keywords/network-management","display_name":"Network management","score":0.43813666701316833},{"id":"https://openalex.org/keywords/virtual-network","display_name":"Virtual network","score":0.43219679594039917},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4110032916069031},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20711743831634521},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14834696054458618},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.07282653450965881}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7536076307296753},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.6739228963851929},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6180861592292786},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5705311298370361},{"id":"https://openalex.org/C2779618445","wikidata":"https://www.wikidata.org/wiki/Q1640628","display_name":"Network service","level":2,"score":0.5527827739715576},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.5366873741149902},{"id":"https://openalex.org/C200789330","wikidata":"https://www.wikidata.org/wiki/Q7000834","display_name":"Network Functions Virtualization","level":3,"score":0.5189235210418701},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.49721553921699524},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.47953200340270996},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4628893733024597},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.45250946283340454},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4502347409725189},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.43813666701316833},{"id":"https://openalex.org/C2776874963","wikidata":"https://www.wikidata.org/wiki/Q4112081","display_name":"Virtual network","level":2,"score":0.43219679594039917},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4110032916069031},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20711743831634521},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14834696054458618},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.07282653450965881},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lanman.2018.8475109","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lanman.2018.8475109","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2566425973","https://openalex.org/W2617931713","https://openalex.org/W2783034914","https://openalex.org/W6747564865"],"related_works":["https://openalex.org/W2215777439","https://openalex.org/W2507951961","https://openalex.org/W2970287926","https://openalex.org/W2680924284","https://openalex.org/W3208351938","https://openalex.org/W3024274804","https://openalex.org/W4312694062","https://openalex.org/W2987627910","https://openalex.org/W2779129381","https://openalex.org/W2787140710"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we've":[3],"explored":[4],"the":[5,49,55,62,65,87],"possibility":[6],"of":[7,10,14,22,31,52,68,89],"expecting/avoiding":[8],"degradation":[9],"network":[11,25,45],"service":[12,69],"performance":[13,70],"Network":[15],"function":[16],"virtualization":[17],"(NFV)":[18],"by":[19,33],"long-term":[20,66],"monitoring":[21],"hardware":[23,56],"and":[24,27,57,60,85],"performances,":[26],"adjusting":[28],"resource":[29,77],"assignments":[30],"VNFs":[32],"preventive":[34],"management":[35],"based":[36,79],"on":[37,80],"Neural":[38],"Networks":[39],"(NNs).":[40],"We've":[41],"constructed":[42],"an":[43],"experimental":[44],"service,":[46],"periodically":[47],"inserted":[48],"specific":[50],"amount":[51],"stresses":[53],"to":[54,74],"networks":[58],"systems,":[59],"let":[61],"NN":[63],"learn":[64],"trends":[67],"changes,":[71],"then":[72],"try":[73],"adjust":[75],"VNF":[76],"assignment":[78],"NN's":[81],"expectations.":[82],"We":[83],"evaluate":[84],"discuss":[86],"results":[88],"our":[90],"experiments.":[91]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
