{"id":"https://openalex.org/W4399874351","doi":"https://doi.org/10.1145/3661725.3661727","title":"Spatio-Temporal Hypergraph Convolutional Network Based Network Traffic Prediction","display_name":"Spatio-Temporal Hypergraph Convolutional Network Based Network Traffic Prediction","publication_year":2024,"publication_date":"2024-04-12","ids":{"openalex":"https://openalex.org/W4399874351","doi":"https://doi.org/10.1145/3661725.3661727"},"language":"en","primary_location":{"id":"doi:10.1145/3661725.3661727","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3661725.3661727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Computing Machine Learning and Data Science","raw_type":"proceedings-article"},"type":"conference-paper","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/A5075950871","display_name":"Xiaowei Tong","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowei Tong","raw_affiliation_strings":["University of Science and Technology of China, China"],"raw_orcid":"https://orcid.org/0009-0006-8789-8205","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044320649","display_name":"Sen Li","orcid":"https://orcid.org/0009-0002-8109-7328"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sen Li","raw_affiliation_strings":["Guangxi Key Laboratory of Digital Infrastructure, China"],"raw_orcid":"https://orcid.org/0009-0002-8109-7328","affiliations":[{"raw_affiliation_string":"Guangxi Key Laboratory of Digital Infrastructure, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025487231","display_name":"Jiangming Li","orcid":"https://orcid.org/0009-0005-1289-3584"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangming Li","raw_affiliation_strings":["University of Science and Technology of China, China"],"raw_orcid":"https://orcid.org/0009-0005-1289-3584","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027255709","display_name":"Xun Liu","orcid":"https://orcid.org/0000-0002-5270-5251"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xun Liu","raw_affiliation_strings":["University of Science and Technology of China, China"],"raw_orcid":"https://orcid.org/0000-0002-5270-5251","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102803853","display_name":"Yunpeng Hou","orcid":"https://orcid.org/0000-0001-7216-9022"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yunpeng Hou","raw_affiliation_strings":["Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, China"],"raw_orcid":"https://orcid.org/0000-0001-7216-9022","affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045720734","display_name":"Shuangwu Chen","orcid":"https://orcid.org/0000-0003-2817-9738"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuangwu Chen","raw_affiliation_strings":["University of Science and Technology of China, China"],"raw_orcid":"https://orcid.org/0000-0003-2817-9738","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083577000","display_name":"Jian Yang","orcid":"https://orcid.org/0000-0002-7329-4738"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Yang","raw_affiliation_strings":["University of Science and Technology of China, China"],"raw_orcid":"https://orcid.org/0000-0002-7329-4738","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9890000224113464,"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":0.7451977729797363},{"id":"https://openalex.org/keywords/hypergraph","display_name":"Hypergraph","score":0.7300341129302979},{"id":"https://openalex.org/keywords/network-traffic-simulation","display_name":"Network traffic simulation","score":0.6600801348686218},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.6512340307235718},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5375821590423584},{"id":"https://openalex.org/keywords/network-management","display_name":"Network management","score":0.4722675085067749},{"id":"https://openalex.org/keywords/network-monitoring","display_name":"Network monitoring","score":0.4456925690174103},{"id":"https://openalex.org/keywords/network-traffic-control","display_name":"Network traffic control","score":0.4428209662437439},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4378913342952728},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.4297619163990021},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3323633074760437},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.30100318789482117},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.19868764281272888},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10268399119377136}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7451977729797363},{"id":"https://openalex.org/C2781221856","wikidata":"https://www.wikidata.org/wiki/Q840247","display_name":"Hypergraph","level":2,"score":0.7300341129302979},{"id":"https://openalex.org/C94168897","wikidata":"https://www.wikidata.org/wiki/Q574324","display_name":"Network traffic simulation","level":4,"score":0.6600801348686218},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.6512340307235718},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5375821590423584},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.4722675085067749},{"id":"https://openalex.org/C81877898","wikidata":"https://www.wikidata.org/wiki/Q1965787","display_name":"Network monitoring","level":2,"score":0.4456925690174103},{"id":"https://openalex.org/C201100257","wikidata":"https://www.wikidata.org/wiki/Q393287","display_name":"Network traffic control","level":3,"score":0.4428209662437439},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4378913342952728},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.4297619163990021},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3323633074760437},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.30100318789482117},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.19868764281272888},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10268399119377136},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3661725.3661727","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3661725.3661727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Computing Machine Learning and Data Science","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/W1972893647","https://openalex.org/W2170851227","https://openalex.org/W2528824243","https://openalex.org/W2537274519","https://openalex.org/W2613070411","https://openalex.org/W2781156794","https://openalex.org/W2892880750","https://openalex.org/W2909976513","https://openalex.org/W2925819646","https://openalex.org/W2949959302","https://openalex.org/W3080253043","https://openalex.org/W3114450627","https://openalex.org/W3153985138","https://openalex.org/W3165322078","https://openalex.org/W3188872815","https://openalex.org/W4238216513","https://openalex.org/W4285025797","https://openalex.org/W4313495955","https://openalex.org/W4318953193","https://openalex.org/W4385342710"],"related_works":["https://openalex.org/W2374980776","https://openalex.org/W2362416893","https://openalex.org/W2612238703","https://openalex.org/W1994698836","https://openalex.org/W2013380757","https://openalex.org/W2391622324","https://openalex.org/W2035170846","https://openalex.org/W2140139251","https://openalex.org/W2369087827","https://openalex.org/W2421597544"],"abstract_inverted_index":{"Network":[0],"traffic":[1,17,39,66,98,118,151],"prediction":[2,18,99,137,155],"plays":[3],"an":[4],"important":[5],"role":[6],"in":[7,70,140],"network":[8,11,16,28,32,54,65,97,117,150],"management":[9],"and":[10,13,73,113,152],"operation":[12],"maintenance.":[14],"Traditional":[15],"models":[19,51],"do":[20],"not":[21],"take":[22],"into":[23],"account":[24],"the":[25,35,42,52,61,68,71,74,82,111,120,136,145],"impact":[26,36],"of":[27,37,64,116],"routing":[29],"paths":[30],"on":[31,41,102,126],"performance,":[33],"nor":[34],"different":[38,85],"flows":[40],"same":[43,121],"link.":[44],"To":[45],"solve":[46],"this":[47,49,91,93,141],"challenge,":[48],"paper":[50,94,142],"original":[53],"topology":[55],"as":[56,67,76],"a":[57,96],"link":[58,104],"hypergraph,":[59],"taking":[60],"source-destination":[62],"pairs":[63],"vertices":[69],"graph":[72],"links":[75],"hyperedges,":[77],"which":[78,108],"can":[79,109,143],"effectively":[80],"extract":[81],"connections":[83],"between":[84,149],"application":[86],"flows.":[87],"influence":[88],"relationship.":[89],"On":[90],"basis,":[92],"proposes":[95],"model":[100,138],"based":[101],"spatio-temporal":[103,146],"hypergraph":[105],"convolutional":[106],"network,":[107],"learn":[110],"temporal":[112],"spatial":[114],"characteristics":[115,148],"at":[119],"time.":[122],"We":[123],"conducted":[124],"experiments":[125],"two":[127],"real":[128],"data":[129],"sets.":[130],"The":[131],"experimental":[132],"results":[133],"show":[134],"that":[135],"proposed":[139],"obtain":[144],"correlation":[147],"has":[153],"higher":[154],"accuracy.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}