{"id":"https://openalex.org/W3180195251","doi":"https://doi.org/10.23919/ifipnetworking52078.2021.9472841","title":"Network Automation for Path Selection: A New Knowledge Transfer Approach","display_name":"Network Automation for Path Selection: A New Knowledge Transfer Approach","publication_year":2021,"publication_date":"2021-06-21","ids":{"openalex":"https://openalex.org/W3180195251","doi":"https://doi.org/10.23919/ifipnetworking52078.2021.9472841","mag":"3180195251"},"language":"en","primary_location":{"id":"doi:10.23919/ifipnetworking52078.2021.9472841","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ifipnetworking52078.2021.9472841","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IFIP Networking Conference (IFIP Networking)","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/A5005978660","display_name":"Guozhi Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guozhi Lin","raw_affiliation_strings":["School of Cyber Security, University of Chinese Academy of Sciences,Beijing,China,100049"],"affiliations":[{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences,Beijing,China,100049","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051863970","display_name":"Jingguo Ge","orcid":"https://orcid.org/0000-0002-6648-324X"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingguo Ge","raw_affiliation_strings":["School of Cyber Security, University of Chinese Academy of Sciences,Beijing,China,100049"],"affiliations":[{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences,Beijing,China,100049","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004458037","display_name":"Yulei Wu","orcid":"https://orcid.org/0000-0003-0801-8443"},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yulei Wu","raw_affiliation_strings":["College of Engineering, Mathematics and Physical Sciences, University of Exeter,Exeter,UK,EX4 4QF"],"affiliations":[{"raw_affiliation_string":"College of Engineering, Mathematics and Physical Sciences, University of Exeter,Exeter,UK,EX4 4QF","institution_ids":["https://openalex.org/I23923803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100423885","display_name":"Hui Li","orcid":"https://orcid.org/0000-0002-3936-3963"},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Li","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences,Beijing,China,100093"],"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences,Beijing,China,100093","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100358990","display_name":"Tong Li","orcid":"https://orcid.org/0000-0001-6643-6411"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tong Li","raw_affiliation_strings":["School of Cyber Security, University of Chinese Academy of Sciences,Beijing,China,100049"],"affiliations":[{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences,Beijing,China,100049","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049790623","display_name":"Wei Mi","orcid":"https://orcid.org/0000-0002-2845-4608"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Mi","raw_affiliation_strings":["School of Cyber Security, University of Chinese Academy of Sciences,Beijing,China,100049"],"affiliations":[{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences,Beijing,China,100049","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060046826","display_name":"E Yuepeng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuepeng E","raw_affiliation_strings":["School of Cyber Security, University of Chinese Academy of Sciences,Beijing,China,100049"],"affiliations":[{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences,Beijing,China,100049","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5005978660"],"corresponding_institution_ids":["https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":0.4585,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.64879618,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9973000288009644,"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"}},"topics":[{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9926999807357788,"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":0.9925000071525574,"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":0.786513090133667},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5952979326248169},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5619577169418335},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.505690336227417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4739285111427307},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.4701637923717499},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.4473709464073181},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4179290533065796},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37377625703811646},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32638299465179443},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.20380684733390808},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1292070746421814},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.10386592149734497}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.786513090133667},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5952979326248169},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5619577169418335},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.505690336227417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4739285111427307},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4701637923717499},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.4473709464073181},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4179290533065796},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37377625703811646},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32638299465179443},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.20380684733390808},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1292070746421814},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.10386592149734497},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ifipnetworking52078.2021.9472841","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ifipnetworking52078.2021.9472841","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IFIP Networking Conference (IFIP Networking)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G273599201","display_name":null,"funder_award_id":"2017YFB0801801","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3336647988","display_name":null,"funder_award_id":"KFJ-STS-QYZD-2021-11-001","funder_id":"https://openalex.org/F4320309526","funder_display_name":"Society of Thoracic Surgeons"}],"funders":[{"id":"https://openalex.org/F4320309526","display_name":"Society of Thoracic Surgeons","ror":"https://ror.org/044b6j563"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1575300009","https://openalex.org/W1965831205","https://openalex.org/W2102615557","https://openalex.org/W2102630578","https://openalex.org/W2107726111","https://openalex.org/W2114686820","https://openalex.org/W2118404561","https://openalex.org/W2144926463","https://openalex.org/W2145339207","https://openalex.org/W2147433692","https://openalex.org/W2155007355","https://openalex.org/W2162188269","https://openalex.org/W2170607286","https://openalex.org/W2257979135","https://openalex.org/W2624780181","https://openalex.org/W2806280256","https://openalex.org/W2911283634","https://openalex.org/W2940691063","https://openalex.org/W2963864421","https://openalex.org/W2964161785","https://openalex.org/W2996431531","https://openalex.org/W2996945891","https://openalex.org/W2998653237","https://openalex.org/W3002189898","https://openalex.org/W3006670753","https://openalex.org/W3007580291","https://openalex.org/W3105592015","https://openalex.org/W4301630257","https://openalex.org/W6682849425","https://openalex.org/W6684921986","https://openalex.org/W6689723076","https://openalex.org/W6762104923","https://openalex.org/W6770544880"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W2031695474","https://openalex.org/W2024136090","https://openalex.org/W4391331176","https://openalex.org/W2586732548","https://openalex.org/W3049728571","https://openalex.org/W2389015757"],"abstract_inverted_index":{"Due":[0],"to":[1,21,50,84,119,123],"the":[2,19,23,72,114,146,159,163,181,191],"ever-increasing":[3],"complexity":[4],"of":[5,26,38,116,171,194],"modern":[6],"communication":[7],"networks,":[8],"network":[9,20,31,56,128,132,148,177,186],"operators":[10,32],"are":[11,33],"making":[12],"tremendous":[13],"efforts":[14,54],"on":[15,40,55],"achieving":[16,151],"objectives":[17,170],"for":[18,94,127,131,150],"meet":[22],"diversified":[24],"requirements":[25],"many":[27],"real-world":[28],"applications.":[29],"However,":[30],"repeatedly":[34],"taking":[35],"a":[36,109],"lot":[37],"time":[39],"some":[41,168],"common":[42,169],"tasks":[43,174],"shared":[44],"by":[45],"different":[46,176,198],"networks.":[47],"In":[48,179],"order":[49],"reduce":[51],"repetitive":[52],"human":[53],"management,":[57,129],"advanced":[58],"machine":[59],"learning":[60,192],"paradigms,":[61],"such":[62],"as":[63],"deep":[64],"reinforcement":[65],"learning,":[66],"has":[67],"received":[68],"numerous":[69],"attention":[70],"in":[71,80,88,104],"networking":[73],"community.":[74],"Nevertheless,":[75],"it":[76],"encounters":[77],"great":[78],"difficulty":[79],"transferring":[81],"learned":[82,160,183],"policies":[83],"new":[85,89,110],"environments,":[86],"resulting":[87],"model":[90],"training":[91],"and":[92,144],"testing":[93],"each":[95],"changed":[96],"environment":[97],"setting.":[98],"To":[99],"tackle":[100],"this":[101,105,137],"important":[102],"issue,":[103],"paper":[106],"we":[107],"propose":[108],"framework":[111,165],"that":[112,158],"is":[113],"first":[115],"its":[117],"kind":[118],"enable":[120],"an":[121,139],"agent":[122,140],"have":[124],"transferable":[125,147],"knowledge":[126,149,161,182],"specifically,":[130],"path":[133,172],"selection":[134,173],"tasks.":[135],"Through":[136],"framework,":[138],"can":[141,166,188],"efficiently":[142],"learn":[143],"express":[145],"task":[152,187],"objectives.":[153],"Extensive":[154],"experimental":[155],"results":[156],"show":[157],"through":[162],"proposed":[164],"realize":[167],"across":[175],"environments.":[178],"addition,":[180],"from":[184],"one":[185],"significantly":[189],"improve":[190],"performance":[193],"another":[195],"similar":[196],"but":[197],"task.":[199]},"counts_by_year":[{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
