{"id":"https://openalex.org/W3189257268","doi":"https://doi.org/10.1109/iwcmc51323.2021.9498831","title":"Network Representation Learning Aided Resource Allocation in Software Defined Networks","display_name":"Network Representation Learning Aided Resource Allocation in Software Defined Networks","publication_year":2021,"publication_date":"2021-06-28","ids":{"openalex":"https://openalex.org/W3189257268","doi":"https://doi.org/10.1109/iwcmc51323.2021.9498831","mag":"3189257268"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc51323.2021.9498831","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc51323.2021.9498831","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Wireless Communications and Mobile Computing (IWCMC)","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/A5100441352","display_name":"Chenxi Li","orcid":"https://orcid.org/0000-0002-9106-8048"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chenxi Li","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100666106","display_name":"Haipeng Yao","orcid":"https://orcid.org/0000-0003-1391-7363"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haipeng Yao","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005621448","display_name":"Tianle Mai","orcid":"https://orcid.org/0000-0002-8500-1461"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianle Mai","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100441352"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":0.1528,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50007352,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"785","last_page":"790"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9980000257492065,"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":0.9980000257492065,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9919999837875366,"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"}},{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.974399983882904,"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":0.7793631553649902},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5878375172615051},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.540682315826416},{"id":"https://openalex.org/keywords/adjacency-list","display_name":"Adjacency list","score":0.49521079659461975},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.4910149574279785},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4543513357639313},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4531063437461853},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.42490410804748535},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4100686013698578},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2828422486782074},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23330369591712952},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12474620342254639},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09758976101875305}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7793631553649902},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5878375172615051},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.540682315826416},{"id":"https://openalex.org/C110484373","wikidata":"https://www.wikidata.org/wiki/Q264398","display_name":"Adjacency list","level":2,"score":0.49521079659461975},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.4910149574279785},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4543513357639313},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4531063437461853},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.42490410804748535},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4100686013698578},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2828422486782074},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23330369591712952},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12474620342254639},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09758976101875305},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwcmc51323.2021.9498831","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc51323.2021.9498831","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2030239292","https://openalex.org/W2040840530","https://openalex.org/W2127795553","https://openalex.org/W2153579005","https://openalex.org/W2154851992","https://openalex.org/W2276802311","https://openalex.org/W2283196293","https://openalex.org/W2300469216","https://openalex.org/W2343396754","https://openalex.org/W2759136286","https://openalex.org/W2913856657","https://openalex.org/W2915905517","https://openalex.org/W2919530665","https://openalex.org/W2950240877","https://openalex.org/W2963512530","https://openalex.org/W3104097132","https://openalex.org/W3105771448","https://openalex.org/W4294170691","https://openalex.org/W6678830454","https://openalex.org/W6695596964"],"related_works":["https://openalex.org/W2611163850","https://openalex.org/W1845849701","https://openalex.org/W2389214306","https://openalex.org/W3015250136","https://openalex.org/W1980812295","https://openalex.org/W2086397253","https://openalex.org/W2044218713","https://openalex.org/W2625268413","https://openalex.org/W2962989220","https://openalex.org/W2158842975"],"abstract_inverted_index":{"Resource":[0],"allocation":[1,114,150],"is":[2],"a":[3,111],"difficult":[4],"online":[5],"decision-making":[6],"problem":[7],"in":[8,61,96,100,159,179],"Software":[9],"Defined":[10],"Networks":[11],"(SDN).":[12],"Traditional":[13],"algorithms":[14],"usually":[15],"formulated":[16],"the":[17,31,35,45,97,118],"network":[18,36,53,62,67,131],"resource":[19,113,149],"topologies":[20],"as":[21,75],"simple":[22],"matrices":[23],"or":[24],"edge":[25],"lists":[26],"(e.g.,":[27],"adjacency":[28],"matrices).":[29],"However,":[30],"rapid":[32],"growth":[33],"of":[34,49,77,86,161],"scale":[37],"and":[38,47,69,88,91,109,134,136,157,165],"data":[39],"volume":[40],"brings":[41],"new":[42],"challenges":[43],"to":[44,174,181],"scalability":[46],"efficiency":[48],"these":[50,145],"models.":[51],"Recently,":[52],"representation":[54,108],"learning":[55],"(NRL)":[56],"has":[57],"been":[58],"widely":[59],"adopted":[60],"modeling,":[63],"which":[64],"can":[65],"embed":[66,138],"nodes":[68,156],"links":[70,133,158],"into":[71,140],"low-dimensional":[72,141],"vectors.":[73,142,168],"Specifically,":[74],"one":[76],"NRL":[78],"techniques,":[79],"knowledge":[80,87],"graph":[81],"(KG)":[82],"integrates":[83],"both":[84,162],"pieces":[85],"their":[89,166],"relations,":[90],"therefore":[92],"capturing":[93],"relational":[94,119,128,167],"information":[95,120,129],"network.":[98],"Therefore,":[99],"this":[101],"paper,":[102],"we":[103,147],"adopt":[104],"KG":[105,123],"for":[106],"SDN":[107],"propose":[110],"novel":[112],"scheme":[115],"based":[116],"on":[117,144],"learned":[121],"by":[122,152],"embedding.":[124],"We":[125],"first":[126],"extract":[127],"between":[130],"nodes,":[132],"requests,":[135],"then":[137],"them":[139],"Based":[143],"vectors,":[146],"calculate":[148],"schemes":[151],"consecutively":[153],"selecting":[154],"relay":[155],"consideration":[160],"available":[163],"resources":[164],"The":[169],"extensive":[170],"simulations":[171],"are":[172],"conducted":[173],"evaluate":[175],"our":[176],"proposed":[177],"algorithm":[178],"comparison":[180],"state-of-the-art":[182],"schemes.":[183]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
