{"id":"https://openalex.org/W3209498480","doi":"https://doi.org/10.1587/transinf.2021ngp0009","title":"MPTCP-<i>me</i>Learning: A Multi-Expert Learning-Based MPTCP Extension to Enhance Multipathing Robustness against Network Attacks","display_name":"MPTCP-<i>me</i>Learning: A Multi-Expert Learning-Based MPTCP Extension to Enhance Multipathing Robustness against Network Attacks","publication_year":2021,"publication_date":"2021-10-31","ids":{"openalex":"https://openalex.org/W3209498480","doi":"https://doi.org/10.1587/transinf.2021ngp0009","mag":"3209498480"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2021ngp0009","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2021ngp0009","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E104.D/11/E104.D_2021NGP0009/_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/E104.D/11/E104.D_2021NGP0009/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084224429","display_name":"Yuanlong Cao","orcid":"https://orcid.org/0000-0002-6557-6559"},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanlong CAO","raw_affiliation_strings":["School of Software, Jiangxi Normal University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Jiangxi Normal University","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083420709","display_name":"Ruiwen Ji","orcid":"https://orcid.org/0000-0002-2664-1637"},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiwen JI","raw_affiliation_strings":["School of Software, Jiangxi Normal University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Jiangxi Normal University","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089805234","display_name":"Lejun Ji","orcid":"https://orcid.org/0000-0002-9488-8527"},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lejun JI","raw_affiliation_strings":["School of Software, Jiangxi Normal University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Jiangxi Normal University","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065441752","display_name":"Xun Shao","orcid":"https://orcid.org/0000-0003-2728-5619"},"institutions":[{"id":"https://openalex.org/I98957242","display_name":"Kitami Institute of Technology","ror":"https://ror.org/05wks2t16","country_code":"JP","type":"education","lineage":["https://openalex.org/I98957242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Xun SHAO","raw_affiliation_strings":["School of Regional Innovation and Social Design Engineering, Kitami Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Regional Innovation and Social Design Engineering, Kitami Institute of Technology","institution_ids":["https://openalex.org/I98957242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069711870","display_name":"Gang Lei","orcid":"https://orcid.org/0000-0001-5472-7211"},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang LEI","raw_affiliation_strings":["School of Software, Jiangxi Normal University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Jiangxi Normal University","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101979833","display_name":"Hao Wang","orcid":"https://orcid.org/0000-0003-3884-8771"},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao WANG","raw_affiliation_strings":["School of Software, Jiangxi Normal University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Jiangxi Normal University","institution_ids":["https://openalex.org/I53592917"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9115,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76509955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"E104.D","issue":"11","first_page":"1795","last_page":"1804"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":1.0,"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/T10138","display_name":"Network Traffic and Congestion Control","score":1.0,"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":0.9998000264167786,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9998000264167786,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8713994026184082},{"id":"https://openalex.org/keywords/multipath-tcp","display_name":"Multipath TCP","score":0.839903712272644},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.677261471748352},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6715481877326965},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5240352749824524},{"id":"https://openalex.org/keywords/multipath-propagation","display_name":"Multipath propagation","score":0.5107824802398682},{"id":"https://openalex.org/keywords/end-to-end-principle","display_name":"End-to-end principle","score":0.49353182315826416},{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.4539210796356201},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3282667398452759},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.08098191022872925},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07351663708686829}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8713994026184082},{"id":"https://openalex.org/C2779166880","wikidata":"https://www.wikidata.org/wiki/Q14947831","display_name":"Multipath TCP","level":4,"score":0.839903712272644},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.677261471748352},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6715481877326965},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5240352749824524},{"id":"https://openalex.org/C161218011","wikidata":"https://www.wikidata.org/wiki/Q11827794","display_name":"Multipath propagation","level":3,"score":0.5107824802398682},{"id":"https://openalex.org/C74296488","wikidata":"https://www.wikidata.org/wiki/Q2527392","display_name":"End-to-end principle","level":2,"score":0.49353182315826416},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.4539210796356201},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3282667398452759},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.08098191022872925},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07351663708686829},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2021ngp0009","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2021ngp0009","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E104.D/11/E104.D_2021NGP0009/_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.2021ngp0009","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2021ngp0009","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E104.D/11/E104.D_2021NGP0009/_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":[{"id":"https://metadata.un.org/sdg/1","display_name":"No poverty","score":0.550000011920929}],"awards":[{"id":"https://openalex.org/G5025795510","display_name":null,"funder_award_id":"21AF03","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5915498304","display_name":null,"funder_award_id":"21AF03","funder_id":"https://openalex.org/F4320335153","funder_display_name":"Research Institute of Electrical Communication, Tohoku University"},{"id":"https://openalex.org/G6457548114","display_name":null,"funder_award_id":"20192ACBL21031","funder_id":"https://openalex.org/F4320335153","funder_display_name":"Research Institute of Electrical Communication, Tohoku University"},{"id":"https://openalex.org/G7246819499","display_name":"\u9762\u5411\u5927\u89c4\u6a21\u5b9e\u65f6\u89c6\u9891\u5206\u53d1\u7684\u591a\u8def\u5f84\u4f20\u8f93\u9c81\u68d2\u6027\u5efa\u6a21\u53ca\u4f18\u5316\u7814\u7a76","funder_award_id":"61962026","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7359983357","display_name":null,"funder_award_id":"21AF03","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G7659272374","display_name":null,"funder_award_id":"No. 61962026","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7976516373","display_name":null,"funder_award_id":"20192ACBL21031","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8050496143","display_name":null,"funder_award_id":"61962026","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G8617605802","display_name":null,"funder_award_id":"61962026","funder_id":"https://openalex.org/F4320335153","funder_display_name":"Research Institute of Electrical Communication, Tohoku University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322665","display_name":"Natural Science Foundation of Jiangxi Province","ror":null},{"id":"https://openalex.org/F4320335153","display_name":"Research Institute of Electrical Communication, Tohoku University","ror":"https://ror.org/01dq60k83"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3209498480.pdf","grobid_xml":"https://content.openalex.org/works/W3209498480.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1823805418","https://openalex.org/W1990920914","https://openalex.org/W2053843396","https://openalex.org/W2060386744","https://openalex.org/W2118760020","https://openalex.org/W2141887102","https://openalex.org/W2154100065","https://openalex.org/W2320491035","https://openalex.org/W2331691840","https://openalex.org/W2479784126","https://openalex.org/W2485466669","https://openalex.org/W2607224680","https://openalex.org/W2617939809","https://openalex.org/W2620707255","https://openalex.org/W2736371850","https://openalex.org/W2746791757","https://openalex.org/W2756052355","https://openalex.org/W2768251545","https://openalex.org/W2809663734","https://openalex.org/W2854921244","https://openalex.org/W2897745402","https://openalex.org/W2899662195","https://openalex.org/W2906165497","https://openalex.org/W2910717618","https://openalex.org/W2961404306","https://openalex.org/W2972692459","https://openalex.org/W2982399527","https://openalex.org/W2993784871","https://openalex.org/W2995544305","https://openalex.org/W2995849524","https://openalex.org/W2997962223","https://openalex.org/W3000358320","https://openalex.org/W3001942212","https://openalex.org/W3003442073","https://openalex.org/W3003957281","https://openalex.org/W3041437500","https://openalex.org/W3083260067","https://openalex.org/W3123882998","https://openalex.org/W4233762780"],"related_works":["https://openalex.org/W2906165497","https://openalex.org/W2130966263","https://openalex.org/W2103461896","https://openalex.org/W2129597869","https://openalex.org/W2005095098","https://openalex.org/W2049680545","https://openalex.org/W1997415650","https://openalex.org/W1751052531","https://openalex.org/W2067689440","https://openalex.org/W1867660330"],"abstract_inverted_index":{"With":[0],"multiple":[1,27,36,118,136],"network":[2,28,37,65,99],"interfaces":[3,29],"are":[4],"being":[5],"widely":[6],"equipped":[7],"in":[8,57,61,67,138],"modern":[9],"mobile":[10],"devices,":[11],"the":[12,19,33,43,51,62,143,166],"Multipath":[13],"TCP":[14],"(MPTCP)":[15],"is":[16],"increasingly":[17],"becoming":[18],"preferred":[20],"transport":[21],"technique":[22],"since":[23],"it":[24],"can":[25,46,156],"uses":[26],"simultaneously":[30],"to":[31,93,108,133,140],"spread":[32],"data":[34],"across":[35],"paths":[38,137],"for":[39,115],"throughput":[40],"improvement.":[41],"However,":[42],"MPTCP":[44,70,89,95,168],"performance":[45,96,160],"be":[47],"seriously":[48],"affected":[49],"by":[50,79,120],"use":[52],"of":[53,64,106,117,124,163],"a":[54,86,103,122,130],"poor-performing":[55],"path":[56,71],"multipath":[58],"transmission,":[59],"especially":[60],"presence":[63],"attacks,":[66],"which":[68],"an":[69],"would":[72],"abrupt":[73],"and":[74,146,161],"frequent":[75],"become":[76],"underperforming":[77],"caused":[78],"attacks.":[80,100],"In":[81],"this":[82],"paper,":[83],"we":[84],"propose":[85],"multi-expert":[87],"Learning-based":[88],"variant,":[90],"called":[91],"MPTCP-meLearning,":[92],"enhance":[94],"robustness":[97],"against":[98],"MPTCP-meLearning":[101,128,155],"introduces":[102],"new":[104],"kind":[105],"predictor":[107],"possibly":[109,141],"achieve":[110,157],"better":[111,158],"quality":[112,162],"prediction":[113],"accuracy":[114],"each":[116],"paths,":[119],"leveraging":[121],"group":[123],"representative":[125],"formula-based":[126],"predictors.":[127],"includes":[129],"novel":[131],"mechanism":[132],"intelligently":[134],"manage":[135],"order":[139],"mitigate":[142],"out-of-order":[144],"reception":[145],"receive":[147],"buffer":[148],"blocking":[149],"problems.":[150],"Experimental":[151],"results":[152],"demonstrate":[153],"that":[154],"transmission":[159],"service":[164],"than":[165],"baseline":[167],"scheme.":[169]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}