{"id":"https://openalex.org/W3111599759","doi":"https://doi.org/10.1186/s13174-020-00131-6","title":"Identifying elephant flows using dynamic thresholds in programmable IXP networks","display_name":"Identifying elephant flows using dynamic thresholds in programmable IXP networks","publication_year":2020,"publication_date":"2020-12-01","ids":{"openalex":"https://openalex.org/W3111599759","doi":"https://doi.org/10.1186/s13174-020-00131-6","mag":"3111599759"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13174-020-00131-6","pdf_url":"https://jisajournal.springeropen.com/track/pdf/10.1186/s13174-020-00131-6","source":{"id":"https://openalex.org/S1250476","display_name":"Journal of Internet Services and Applications","issn_l":"1867-4828","issn":["1867-4828","1869-0238"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://jisajournal.springeropen.com/track/pdf/10.1186/s13174-020-00131-6","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081538640","display_name":"Marcus Vinicius Brito da Silva","orcid":null},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Marcus Vinicius Brito da Silva","raw_affiliation_strings":["Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024802094","display_name":"Jonatas Adilson Marques","orcid":"https://orcid.org/0000-0002-7757-6505"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jonatas Adilson Marques","raw_affiliation_strings":["Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038112285","display_name":"Luciano Paschoal Gaspary","orcid":"https://orcid.org/0000-0002-7561-5582"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luciano Paschoal Gaspary","raw_affiliation_strings":["Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069321002","display_name":"Lisandro Zambenedetti Granville","orcid":"https://orcid.org/0000-0001-8956-8660"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lisandro Zambenedetti Granville","raw_affiliation_strings":["Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5081538640"],"corresponding_institution_ids":["https://openalex.org/I130442723"],"apc_list":{"value":0,"currency":"USD","value_usd":0,"provenance":"doaj"},"apc_paid":null,"fwci":0.709,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":8,"citation_normalized_percentile":{"value":0.757119,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":84,"max":85},"biblio":{"volume":"11","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9998,"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"}},"topics":[{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9998,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9993,"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":0.9993,"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/forwarding-plane","display_name":"Forwarding plane","score":0.60890913},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5493734},{"id":"https://openalex.org/keywords/internet-exchange-point","display_name":"Internet exchange point","score":0.47866067},{"id":"https://openalex.org/keywords/openflow","display_name":"OpenFlow","score":0.45467597}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8044288},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.62970364},{"id":"https://openalex.org/C10597312","wikidata":"https://www.wikidata.org/wiki/Q5473302","display_name":"Forwarding plane","level":3,"score":0.60890913},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6030256},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5493734},{"id":"https://openalex.org/C192030150","wikidata":"https://www.wikidata.org/wiki/Q1433061","display_name":"Internet exchange point","level":5,"score":0.47866067},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.4647073},{"id":"https://openalex.org/C192697461","wikidata":"https://www.wikidata.org/wiki/Q4045918","display_name":"OpenFlow","level":3,"score":0.45467597},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4347826},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35360977},{"id":"https://openalex.org/C63969886","wikidata":"https://www.wikidata.org/wiki/Q3536440","display_name":"Internet traffic","level":3,"score":0.26553625},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.1998955},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12518227},{"id":"https://openalex.org/C174336149","wikidata":"https://www.wikidata.org/wiki/Q3351533","display_name":"Internet transit","level":4,"score":0.115706444},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13174-020-00131-6","pdf_url":"https://jisajournal.springeropen.com/track/pdf/10.1186/s13174-020-00131-6","source":{"id":"https://openalex.org/S1250476","display_name":"Journal of Internet Services and Applications","issn_l":"1867-4828","issn":["1867-4828","1869-0238"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://doaj.org/article/dbfe4f9f6f014d6181bae6ca8eb75dad","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13174-020-00131-6","pdf_url":"https://jisajournal.springeropen.com/track/pdf/10.1186/s13174-020-00131-6","source":{"id":"https://openalex.org/S1250476","display_name":"Journal of Internet Services and Applications","issn_l":"1867-4828","issn":["1867-4828","1869-0238"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.62}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":25,"referenced_works":["https://openalex.org/W1627253028","https://openalex.org/W1967269694","https://openalex.org/W1994926493","https://openalex.org/W2008354277","https://openalex.org/W2012666594","https://openalex.org/W2040534455","https://openalex.org/W2115546448","https://openalex.org/W2147118406","https://openalex.org/W2150574682","https://openalex.org/W2164998096","https://openalex.org/W2287844280","https://openalex.org/W2295430786","https://openalex.org/W2472458680","https://openalex.org/W2542765808","https://openalex.org/W2557702138","https://openalex.org/W2572562038","https://openalex.org/W2605823630","https://openalex.org/W2737988660","https://openalex.org/W2753688946","https://openalex.org/W2792044364","https://openalex.org/W2886821983","https://openalex.org/W2913574348","https://openalex.org/W2915357319","https://openalex.org/W2917296374","https://openalex.org/W3004468247"],"related_works":["https://openalex.org/W4293182269","https://openalex.org/W4243609393","https://openalex.org/W4211055425","https://openalex.org/W3042077637","https://openalex.org/W2901563743","https://openalex.org/W2772741848","https://openalex.org/W2738801488","https://openalex.org/W2560450376","https://openalex.org/W2292300552","https://openalex.org/W2051935741"],"abstract_inverted_index":{"Abstract":[0],"Internet":[1,6],"eXchange":[2],"Points":[3],"(IXPs)":[4],"are":[5,118],"infrastructures":[7],"composed":[8],"of":[9,23,39,55,71,113,155,172],"high-performance":[10],"networks":[11,65],"that":[12,27,135],"allow":[13],"multiple":[14],"autonomous":[15],"systems":[16],"to":[17,42,59,83,108,120,139,143,174],"exchange":[18],"traffic.":[19],"Given":[20],"the":[21,25,37,50,68,76,80,88,110,116,122,128,159,162,166],"challenges":[22],"managing":[24],"flows":[26,33,62,145],"cross":[28],"an":[29],"IXP,":[30],"identifying":[31],"elephant":[32,61,144],"may":[34],"help":[35],"improve":[36],"quality":[38],"services":[40],"provided":[41],"its":[43],"participants.":[44],"In":[45,164],"this":[46],"context,":[47],"we":[48],"leverage":[49],"new":[51,92],"flexibility":[52],"and":[53,99,102,141,150],"resources":[54],"programmable":[56],"data":[57,81,156],"planes":[58],"identify":[60,140],"in":[63,87,176],"IXP":[64],"adaptively":[66],"via":[67],"dynamic":[69],"adjustment":[70],"thresholds.":[72],"Our":[73],"mechanism":[74,169],"uses":[75],"information":[77],"reported":[78],"by":[79,161],"plane":[82],"monitor":[84],"network":[85,129,160],"utilization":[86],"control":[89],"plane,":[90],"calculating":[91],"thresholds":[93,117],"based":[94],"on":[95],"previous":[96],"flow":[97],"sizes":[98],"durations":[100],"percentiles":[101],"configuring":[103],"them":[104],"back":[105],"into":[106,158],"switches":[107],"support":[109],"local":[111],"classification":[112],"flows.":[114],"Thus,":[115],"updated":[119],"make":[121],"identification":[123],"process":[124],"better":[125],"aligned":[126],"with":[127,152],"behavior.":[130],"The":[131],"experimental":[132],"results":[133],"show":[134],"it":[136],"is":[137],"possible":[138],"react":[142],"quickly,":[146],"less":[147],"than":[148],"0.4ms,":[149],"efficiently,":[151],"only":[153],"98.4KB":[154],"inserted":[157],"mechanism.":[163],"addition,":[165],"threshold":[167],"updating":[168],"achieved":[170],"accuracy":[171],"up":[173],"90%":[175],"our":[177],"evaluation":[178],"scenarios.":[179]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3111599759","counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-01-19T02:20:24.034875","created_date":"2020-12-21"}