{"id":"https://openalex.org/W4409428749","doi":"https://doi.org/10.1093/comjnl/bxaf039","title":"Confluence: improving network monitoring accuracy on multi-pipeline data plane","display_name":"Confluence: improving network monitoring accuracy on multi-pipeline data plane","publication_year":2025,"publication_date":"2025-03-30","ids":{"openalex":"https://openalex.org/W4409428749","doi":"https://doi.org/10.1093/comjnl/bxaf039"},"language":"en","primary_location":{"id":"doi:10.1093/comjnl/bxaf039","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxaf039","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-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/A5042976927","display_name":"C. Wang","orcid":"https://orcid.org/0009-0007-0783-7881"},"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":true,"raw_author_name":"Cenman Wang","raw_affiliation_strings":["Anhui Key Laboratory on High-Performance Computing , School of Computer Science and Technology, , 96 Jinzhai Rd., Baohe District, Hefei 230026, Anhui ,","University of Science and Technology of China , School of Computer Science and Technology, , 96 Jinzhai Rd., Baohe District, Hefei 230026, Anhui ,"],"affiliations":[{"raw_affiliation_string":"Anhui Key Laboratory on High-Performance Computing , School of Computer Science and Technology, , 96 Jinzhai Rd., Baohe District, Hefei 230026, Anhui ,","institution_ids":[]},{"raw_affiliation_string":"University of Science and Technology of China , School of Computer Science and Technology, , 96 Jinzhai Rd., Baohe District, Hefei 230026, Anhui ,","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024018042","display_name":"Ye Tian","orcid":"https://orcid.org/0000-0002-3428-1889"},"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":"Ye Tian","raw_affiliation_strings":["Anhui Key Laboratory on High-Performance Computing , School of Computer Science and Technology, , 96 Jinzhai Rd., Baohe District, Hefei 230026, Anhui ,","University of Science and Technology of China , School of Computer Science and Technology, , 96 Jinzhai Rd., Baohe District, Hefei 230026, Anhui ,"],"affiliations":[{"raw_affiliation_string":"Anhui Key Laboratory on High-Performance Computing , School of Computer Science and Technology, , 96 Jinzhai Rd., Baohe District, Hefei 230026, Anhui ,","institution_ids":[]},{"raw_affiliation_string":"University of Science and Technology of China , School of Computer Science and Technology, , 96 Jinzhai Rd., Baohe District, Hefei 230026, Anhui ,","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100643546","display_name":"Yiwen Wu","orcid":"https://orcid.org/0000-0003-1304-7636"},"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":"Yiwen Wu","raw_affiliation_strings":["Anhui Key Laboratory on High-Performance Computing , School of Computer Science and Technology, , 96 Jinzhai Rd., Baohe District, Hefei 230026, Anhui ,","University of Science and Technology of China , School of Computer Science and Technology, , 96 Jinzhai Rd., Baohe District, Hefei 230026, Anhui ,"],"affiliations":[{"raw_affiliation_string":"Anhui Key Laboratory on High-Performance Computing , School of Computer Science and Technology, , 96 Jinzhai Rd., Baohe District, Hefei 230026, Anhui ,","institution_ids":[]},{"raw_affiliation_string":"University of Science and Technology of China , School of Computer Science and Technology, , 96 Jinzhai Rd., Baohe District, Hefei 230026, Anhui ,","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002162759","display_name":"Xinming Zhang","orcid":"https://orcid.org/0000-0002-8136-6834"},"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":"Xinming Zhang","raw_affiliation_strings":["Anhui Key Laboratory on High-Performance Computing , School of Computer Science and Technology, , 96 Jinzhai Rd., Baohe District, Hefei 230026, Anhui ,","University of Science and Technology of China , School of Computer Science and Technology, , 96 Jinzhai Rd., Baohe District, Hefei 230026, Anhui ,"],"affiliations":[{"raw_affiliation_string":"Anhui Key Laboratory on High-Performance Computing , School of Computer Science and Technology, , 96 Jinzhai Rd., Baohe District, Hefei 230026, Anhui ,","institution_ids":[]},{"raw_affiliation_string":"University of Science and Technology of China , School of Computer Science and Technology, , 96 Jinzhai Rd., Baohe District, Hefei 230026, Anhui ,","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5042976927"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":{"value":2635,"currency":"GBP","value_usd":3232},"apc_paid":null,"fwci":4.5248,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.94198576,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"68","issue":"9","first_page":"1315","last_page":"1328"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","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/T10400","display_name":"Network Security and Intrusion Detection","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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.9994000196456909,"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/confluence","display_name":"Confluence","score":0.8766615390777588},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.695099949836731},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6896798610687256},{"id":"https://openalex.org/keywords/plane","display_name":"Plane (geometry)","score":0.4836662709712982},{"id":"https://openalex.org/keywords/network-monitoring","display_name":"Network monitoring","score":0.4206116795539856},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35536670684814453},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.355188250541687},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11857497692108154},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.10053268074989319},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09489408135414124}],"concepts":[{"id":"https://openalex.org/C77906462","wikidata":"https://www.wikidata.org/wiki/Q1140902","display_name":"Confluence","level":2,"score":0.8766615390777588},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.695099949836731},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6896798610687256},{"id":"https://openalex.org/C17825722","wikidata":"https://www.wikidata.org/wiki/Q17285","display_name":"Plane (geometry)","level":2,"score":0.4836662709712982},{"id":"https://openalex.org/C81877898","wikidata":"https://www.wikidata.org/wiki/Q1965787","display_name":"Network monitoring","level":2,"score":0.4206116795539856},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35536670684814453},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.355188250541687},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11857497692108154},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.10053268074989319},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09489408135414124},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/comjnl/bxaf039","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxaf039","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G176760989","display_name":null,"funder_award_id":"61672486","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6565933401","display_name":null,"funder_award_id":"62072425","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W40890042","https://openalex.org/W1562069137","https://openalex.org/W2080234606","https://openalex.org/W2142889610","https://openalex.org/W2950087731","https://openalex.org/W3016354376","https://openalex.org/W3102387041","https://openalex.org/W3176360194","https://openalex.org/W4248708867","https://openalex.org/W4249843299","https://openalex.org/W4281612368","https://openalex.org/W4292263787","https://openalex.org/W4362654400","https://openalex.org/W4381946560","https://openalex.org/W4382197573","https://openalex.org/W4386156805","https://openalex.org/W4402189348","https://openalex.org/W6674425098","https://openalex.org/W6684607076","https://openalex.org/W6698379459","https://openalex.org/W6736431059","https://openalex.org/W6742497624","https://openalex.org/W6764938064","https://openalex.org/W6785431331","https://openalex.org/W6794594795","https://openalex.org/W6798621246","https://openalex.org/W6805313257","https://openalex.org/W6841490518","https://openalex.org/W6846900507","https://openalex.org/W6850121854","https://openalex.org/W6851319949","https://openalex.org/W6870290401","https://openalex.org/W6870860571"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W3149147109","https://openalex.org/W2090659419","https://openalex.org/W2350400650","https://openalex.org/W1679090009","https://openalex.org/W2756261468","https://openalex.org/W158305784","https://openalex.org/W1464848965","https://openalex.org/W2491573813","https://openalex.org/W2811111741"],"abstract_inverted_index":{"Abstract":[0],"A":[1],"sketch-based":[2,43,83],"method":[3],"is":[4,50,127,200],"promising":[5],"for":[6,40,87,202],"traffic":[7,113,172],"monitoring":[8,91],"in":[9,56,76,98,115,136,143,185],"data":[10,14,108,122,150],"center":[11],"networks.":[12],"Existing":[13],"plane":[15],"programming":[16],"model":[17],"(e.g.":[18],"P4)":[19],"assumes":[20],"target":[21],"switch":[22,49,132,196],"as":[23],"one":[24],"single":[25],"pipeline,":[26],"while":[27],"state-of-the-art":[28],"programmable":[29],"switches":[30],"actually":[31],"contain":[32],"multiple":[33,103],"independent":[34],"pipelines.":[35,125],"The":[36],"status":[37],"quo":[38],"approach":[39,67],"deploying":[41],"a":[42,47,53,65,82,147,156],"measurement":[44,85,121,149,179],"application":[45],"on":[46,194],"multi-pipeline":[48,88],"to":[51,69,110,123,138],"deploy":[52],"sketch":[54,152],"instance":[55],"each":[57],"pipeline":[58],"individually.":[59],"However,":[60],"under":[61,130],"multi-path":[62],"routing,":[63],"such":[64],"naive":[66],"leads":[68],"poor":[70],"accuracy.":[71],"To":[72],"overcome":[73],"this":[74,77],"problem,":[75],"paper,":[78],"we":[79,154],"present":[80],"Confluence,":[81],"network":[84,92],"system":[86],"switches.":[89],"For":[90],"flows":[93],"that":[94,175,198],"have":[95],"packets":[96],"arrived":[97],"bursts":[99],"and":[100,118,135,145,159,167],"spread":[101],"over":[102],"pipelines,":[104,117],"Confluence":[105,126,176,199],"introduces":[106],"novel":[107,157],"structures":[109],"collect":[111],"short-term":[112],"statistics":[114],"ingress":[116],"converge":[119],"the":[120,131,140,186],"egress":[124],"carefully":[128],"designed":[129],"hardware":[133,195],"constraints,":[134],"particular,":[137],"resolve":[139],"circular":[141],"dependency":[142],"querying":[144],"updating":[146],"flow\u2019s":[148],"from":[151],"buckets,":[153],"propose":[155],"algorithm":[158],"theoretically":[160],"prove":[161],"its":[162],"effectiveness.":[163],"Both":[164],"theoretical":[165],"analysis":[166],"experiments":[168],"driven":[169],"by":[170],"real-world":[171,203],"traces":[173],"show":[174],"delivers":[177],"higher":[178],"accuracies":[180],"than":[181],"existing":[182],"solutions,":[183],"especially":[184],"critical":[187],"task":[188],"of":[189],"detecting":[190],"heavy":[191],"hitters.":[192],"Assessment":[193],"suggests":[197],"practical":[201],"deployment.":[204]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
