{"id":"https://openalex.org/W2943788126","doi":"https://doi.org/10.1587/transinf.2018ntp0016","title":"Multi-Target Classification Based Automatic Virtual Resource Allocation Scheme","display_name":"Multi-Target Classification Based Automatic Virtual Resource Allocation Scheme","publication_year":2019,"publication_date":"2019-04-30","ids":{"openalex":"https://openalex.org/W2943788126","doi":"https://doi.org/10.1587/transinf.2018ntp0016","mag":"2943788126"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2018ntp0016","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2018ntp0016","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E102.D/5/E102.D_2018NTP0016/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/E102.D/5/E102.D_2018NTP0016/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065430355","display_name":"Abu Hena Al Muktadir","orcid":"https://orcid.org/0000-0002-6098-1619"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Abu Hena Al MUKTADIR","raw_affiliation_strings":["National Institute of Information and Communications Technology (NICT)"],"affiliations":[{"raw_affiliation_string":"National Institute of Information and Communications Technology (NICT)","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101919806","display_name":"Takaya Miyazawa","orcid":"https://orcid.org/0000-0001-9041-911X"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takaya MIYAZAWA","raw_affiliation_strings":["National Institute of Information and Communications Technology (NICT)"],"affiliations":[{"raw_affiliation_string":"National Institute of Information and Communications Technology (NICT)","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023346968","display_name":"Pedro Mart\u00ednez-Julia","orcid":"https://orcid.org/0000-0001-9627-3078"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Pedro MARTINEZ-JULIA","raw_affiliation_strings":["National Institute of Information and Communications Technology (NICT)"],"affiliations":[{"raw_affiliation_string":"National Institute of Information and Communications Technology (NICT)","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102011971","display_name":"Hiroaki Harai","orcid":"https://orcid.org/0000-0003-0425-8458"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroaki HARAI","raw_affiliation_strings":["National Institute of Information and Communications Technology (NICT)"],"affiliations":[{"raw_affiliation_string":"National Institute of Information and Communications Technology (NICT)","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030815058","display_name":"Ved P. Kafle","orcid":"https://orcid.org/0000-0003-1715-8085"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ved P. KAFLE","raw_affiliation_strings":["National Institute of Information and Communications Technology (NICT)"],"affiliations":[{"raw_affiliation_string":"National Institute of Information and Communications Technology (NICT)","institution_ids":["https://openalex.org/I90023481"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5065430355"],"corresponding_institution_ids":["https://openalex.org/I90023481"],"apc_list":null,"apc_paid":null,"fwci":1.061,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.7879231,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"E102.D","issue":"5","first_page":"898","last_page":"909"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9973000288009644,"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":0.9961000084877014,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8907203674316406},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6187446713447571},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5625771284103394},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4684942662715912},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4116942286491394},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39671164751052856},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3895699083805084},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34979796409606934},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16288602352142334}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8907203674316406},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6187446713447571},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5625771284103394},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4684942662715912},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4116942286491394},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39671164751052856},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3895699083805084},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34979796409606934},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16288602352142334},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2018ntp0016","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2018ntp0016","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E102.D/5/E102.D_2018NTP0016/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2018ntp0016","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2018ntp0016","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E102.D/5/E102.D_2018NTP0016/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2943788126.pdf","grobid_xml":"https://content.openalex.org/works/W2943788126.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W110325196","https://openalex.org/W1601546968","https://openalex.org/W1606912675","https://openalex.org/W1752144595","https://openalex.org/W1988800272","https://openalex.org/W2022070214","https://openalex.org/W2040672732","https://openalex.org/W2049487246","https://openalex.org/W2055897230","https://openalex.org/W2075809230","https://openalex.org/W2091845854","https://openalex.org/W2098889544","https://openalex.org/W2131783215","https://openalex.org/W2133990480","https://openalex.org/W2158206287","https://openalex.org/W2161962591","https://openalex.org/W2167917621","https://openalex.org/W2343252634","https://openalex.org/W2551597558","https://openalex.org/W2562947506","https://openalex.org/W2565600385","https://openalex.org/W2566425973","https://openalex.org/W2586630827","https://openalex.org/W2597003067","https://openalex.org/W2602923095","https://openalex.org/W2744184417","https://openalex.org/W2754092323","https://openalex.org/W2759910885","https://openalex.org/W2760151663","https://openalex.org/W2761776535","https://openalex.org/W2762158131","https://openalex.org/W2762198575","https://openalex.org/W2792405396","https://openalex.org/W2800895312","https://openalex.org/W2885281272","https://openalex.org/W2896219597","https://openalex.org/W2962806975"],"related_works":["https://openalex.org/W1975289146","https://openalex.org/W2105887828","https://openalex.org/W2087240539","https://openalex.org/W4236520801","https://openalex.org/W2122599759","https://openalex.org/W2323516465","https://openalex.org/W4238615239","https://openalex.org/W1939996075","https://openalex.org/W3181553685","https://openalex.org/W2118113972"],"abstract_inverted_index":{"In":[0,19,99],"this":[1],"paper,":[2],"we":[3,122],"propose":[4,123],"a":[5,14,64,69,103,124],"method":[6],"for":[7,130],"automatic":[8],"virtual":[9],"resource":[10,87],"allocation":[11,195],"by":[12,58,109,139,196],"using":[13,110,140],"multi-target":[15,118],"classification-based":[16],"scheme":[17],"(MTCAS).":[18],"our":[20],"method,":[21],"an":[22],"Infrastructure":[23],"Provider":[24],"(InP)":[25],"bundles":[26],"its":[27],"CPU,":[28],"memory,":[29],"storage,":[30],"and":[31,38,89,143,193,199],"bandwidth":[32],"resources":[33],"as":[34,83,168],"Network":[35,71],"Elements":[36],"(NEs)":[37],"categorizes":[39],"them":[40],"into":[41],"several":[42],"types":[43],"in":[44],"accordance":[45],"to":[46,61,68,79,101],"their":[47],"function,":[48],"capabilities,":[49],"location,":[50],"energy":[51],"consumption,":[52],"price,":[53],"etc.":[54],"MTCAS":[55,138],"is":[56],"used":[57],"the":[59,84,90,115,135,141,155,165,169,181,187],"InP":[60],"optimally":[62],"allocate":[63],"set":[65],"of":[66,86,92,95,137,183],"NEs":[67,75],"Virtual":[70],"Operator":[72],"(VNO).":[73],"Such":[74],"will":[76],"be":[77],"subject":[78],"some":[80],"constraints,":[81],"such":[82],"avoidance":[85],"over-allocation":[88],"satisfaction":[91],"multiple":[93],"Quality":[94],"Service":[96],"(QoS)":[97],"metrics.":[98],"order":[100],"achieve":[102],"comparable":[104],"or":[105],"higher":[106],"prediction":[107],"accuracy":[108,167],"less":[111,160],"training":[112,149,161,184],"time":[113,162],"than":[114],"available":[116,144],"ensemble-based":[117],"classification":[119],"(MTC)":[120],"algorithms,":[121],"majority-voting":[125],"based":[126,172],"ensemble":[127,171],"algorithm":[128,157],"(MVEN)":[129],"MTCAS.":[131],"We":[132],"numerically":[133],"evaluate":[134],"performance":[136],"MVEN":[142,156],"MTC":[145,173],"algorithms":[146],"with":[147],"synthetic":[148],"datasets.":[150],"The":[151,175],"results":[152,176],"indicate":[153],"that":[154,179],"requires":[158],"70%":[159],"but":[163],"achieves":[164],"same":[166],"related":[170],"algorithms.":[174],"also":[177],"demonstrate":[178],"increasing":[180],"amount":[182],"data":[185],"increases":[186],"efficacy":[188],"ofMTCAS,":[189],"thus":[190],"reducing":[191],"CPU":[192],"memory":[194],"about":[197],"33%":[198],"51%,":[200],"respectively.":[201]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
