{"id":"https://openalex.org/W3013026155","doi":"https://doi.org/10.1109/ickii46306.2019.9042724","title":"SVM-based Connection Classification and Load Balancing Mechanism","display_name":"SVM-based Connection Classification and Load Balancing Mechanism","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W3013026155","doi":"https://doi.org/10.1109/ickii46306.2019.9042724","mag":"3013026155"},"language":"en","primary_location":{"id":"doi:10.1109/ickii46306.2019.9042724","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ickii46306.2019.9042724","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 2nd International Conference on Knowledge Innovation and Invention (ICKII)","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/A5048009207","display_name":"Yuan Gao","orcid":"https://orcid.org/0000-0003-0178-6124"},"institutions":[{"id":"https://openalex.org/I4210165204","display_name":"Zhuhai Institute of Advanced Technology","ror":"https://ror.org/05r1mzq61","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761","https://openalex.org/I4210165204"]},{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuan Gao","raw_affiliation_strings":["School of Computer Technology, Beijing Institute of Technology,Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City,GuangDong Province,China","School of Computer Technology, Beijing Institute of Technology, Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City, GuangDong Province, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Technology, Beijing Institute of Technology,Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City,GuangDong Province,China","institution_ids":["https://openalex.org/I4210165204"]},{"raw_affiliation_string":"School of Computer Technology, Beijing Institute of Technology, Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City, GuangDong Province, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100697729","display_name":"Wenwen Chen","orcid":"https://orcid.org/0000-0001-9175-3937"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I4210165204","display_name":"Zhuhai Institute of Advanced Technology","ror":"https://ror.org/05r1mzq61","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761","https://openalex.org/I4210165204"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenwen Chen","raw_affiliation_strings":["School of Computer Technology, Beijing Institute of Technology,Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City,GuangDong Province,China","School of Computer Technology, Beijing Institute of Technology, Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City, GuangDong Province, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Technology, Beijing Institute of Technology,Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City,GuangDong Province,China","institution_ids":["https://openalex.org/I4210165204"]},{"raw_affiliation_string":"School of Computer Technology, Beijing Institute of Technology, Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City, GuangDong Province, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100325500","display_name":"Haiyan Zhang","orcid":"https://orcid.org/0000-0002-8629-2838"},"institutions":[{"id":"https://openalex.org/I4210165204","display_name":"Zhuhai Institute of Advanced Technology","ror":"https://ror.org/05r1mzq61","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761","https://openalex.org/I4210165204"]},{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyan Zhang","raw_affiliation_strings":["School of Computer Technology, Beijing Institute of Technology,Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City,GuangDong Province,China","School of Computer Technology, Beijing Institute of Technology, Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City, GuangDong Province, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Technology, Beijing Institute of Technology,Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City,GuangDong Province,China","institution_ids":["https://openalex.org/I4210165204"]},{"raw_affiliation_string":"School of Computer Technology, Beijing Institute of Technology, Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City, GuangDong Province, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100418864","display_name":"Li Liu","orcid":"https://orcid.org/0000-0002-8929-4871"},"institutions":[{"id":"https://openalex.org/I4210165204","display_name":"Zhuhai Institute of Advanced Technology","ror":"https://ror.org/05r1mzq61","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761","https://openalex.org/I4210165204"]},{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Liu","raw_affiliation_strings":["School of Computer Technology, Beijing Institute of Technology,Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City,GuangDong Province,China","School of Computer Technology, Beijing Institute of Technology, Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City, GuangDong Province, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Technology, Beijing Institute of Technology,Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City,GuangDong Province,China","institution_ids":["https://openalex.org/I4210165204"]},{"raw_affiliation_string":"School of Computer Technology, Beijing Institute of Technology, Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City, GuangDong Province, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100721389","display_name":"Jiaxiang Liu","orcid":"https://orcid.org/0000-0002-7181-2044"},"institutions":[{"id":"https://openalex.org/I4210165204","display_name":"Zhuhai Institute of Advanced Technology","ror":"https://ror.org/05r1mzq61","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761","https://openalex.org/I4210165204"]},{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxiang Liu","raw_affiliation_strings":["School of Computer Technology, Beijing Institute of Technology,Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City,GuangDong Province,China","School of Computer Technology, Beijing Institute of Technology, Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City, GuangDong Province, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Technology, Beijing Institute of Technology,Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City,GuangDong Province,China","institution_ids":["https://openalex.org/I4210165204"]},{"raw_affiliation_string":"School of Computer Technology, Beijing Institute of Technology, Zhuhai No.6 Jinfeng Road Tangjiawan Zhuhai City, GuangDong Province, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5048009207"],"corresponding_institution_ids":["https://openalex.org/I125839683","https://openalex.org/I4210165204"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24853019,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"202","last_page":"205"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9876999855041504,"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":0.9876999855041504,"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":0.9861000180244446,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9811999797821045,"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":0.8031646013259888},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6854401230812073},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5839014053344727},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.47108662128448486},{"id":"https://openalex.org/keywords/default-gateway","display_name":"Default gateway","score":0.46979081630706787},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44570058584213257},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.42737269401550293},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4142591059207916},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37517157196998596},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3612615466117859},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3604782819747925}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8031646013259888},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6854401230812073},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5839014053344727},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.47108662128448486},{"id":"https://openalex.org/C187713609","wikidata":"https://www.wikidata.org/wiki/Q2465461","display_name":"Default gateway","level":2,"score":0.46979081630706787},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44570058584213257},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.42737269401550293},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4142591059207916},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37517157196998596},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3612615466117859},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3604782819747925},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ickii46306.2019.9042724","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ickii46306.2019.9042724","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 2nd International Conference on Knowledge Innovation and Invention (ICKII)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1946103420","https://openalex.org/W2143570267","https://openalex.org/W2783582361","https://openalex.org/W2899698170","https://openalex.org/W6681363145"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2563943286","https://openalex.org/W4298130764","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W2804364458","https://openalex.org/W1910826599","https://openalex.org/W2012353789"],"abstract_inverted_index":{"The":[0,133],"load":[1,33,124],"balancing":[2,34],"mechanism":[3],"of":[4,15,26,37,46,51,59,76,95,131,136,148],"NAPT":[5],"gateway":[6],"in":[7,17,53,62,79,101],"campus":[8,18],"network":[9],"directly":[10],"affects":[11],"the":[12,24,31,41,49,93,102,109,128,137,146,153],"using":[13,129],"experience":[14,130],"clients":[16],"network.":[19],"In":[20],"order":[21],"to":[22,144],"solve":[23],"impact":[25],"link":[27],"quality":[28,39],"caused":[29],"by":[30,105,121],"gateway's":[32],"between":[35],"links":[36],"different":[38,44],"on":[40,48,67,84],"connections":[42,103,110,147],"with":[43,86,111],"requirements":[45,114,118],"clients,":[47],"basis":[50],"CONNTRACK":[52],"Linux,":[54],"we":[55,72,156],"implemented":[56,73],"a":[57,74],"prototype":[58,75],"linear":[60,77,139],"classification":[61,78,140],"traffic":[63,80],"attribute":[64,81],"system":[65,82],"based":[66,83],"Support":[68],"Vector":[69],"Machine":[70],"(SVM)":[71],"SVM":[85,122],"mean":[87],"shift":[88],"clustering,":[89],"sampled":[90],"and":[91,98,115],"classified":[92],"fields":[94],"IP,":[96],"port":[97],"flow":[99],"length":[100],"tracked":[104],"CONNTRACK,":[106],"so":[107],"that":[108,159],"low":[112],"jitter":[113],"large":[116],"bandwidth":[117],"are":[119],"separated":[120],"for":[123],"balancing,":[125],"thus":[126],"improving":[127],"clients.":[132],"generalization":[134],"ability":[135],"simple":[138],"model":[141],"is":[142,162],"sufficient":[143],"classify":[145],"these":[149],"two":[150],"attributes.":[151],"From":[152],"comparative":[154],"data,":[155],"can":[157],"see":[158],"this":[160],"scheme":[161],"effective.":[163]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
