{"id":"https://openalex.org/W2137632784","doi":"https://doi.org/10.1109/mnet.2011.5772055","title":"Experiences of Internet traffic monitoring with tstat","display_name":"Experiences of Internet traffic monitoring with tstat","publication_year":2011,"publication_date":"2011-05-01","ids":{"openalex":"https://openalex.org/W2137632784","doi":"https://doi.org/10.1109/mnet.2011.5772055","mag":"2137632784"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.2011.5772055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2011.5772055","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Network","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://porto.polito.it/2486379/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002388358","display_name":"Alessandro Finamore","orcid":"https://orcid.org/0000-0003-2226-2506"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alessandro Finamore","raw_affiliation_strings":["Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060087704","display_name":"Marco Mellia","orcid":"https://orcid.org/0000-0003-1859-6693"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Mellia","raw_affiliation_strings":["Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065722419","display_name":"Michela Meo","orcid":"https://orcid.org/0000-0001-7403-6266"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michela Meo","raw_affiliation_strings":["Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040690637","display_name":"Maurizio Matteo Munaf\u00f2","orcid":"https://orcid.org/0000-0002-4884-7310"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maurizio M. Munafo","raw_affiliation_strings":["Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002716918","display_name":"Politecnico Di Torino","orcid":null},"institutions":[{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Politecnico Di Torino","raw_affiliation_strings":["TELECOM ParisTech, France","TELECOM ParisTech, Paris, \u00c3\u017dle-de-France, FR"],"affiliations":[{"raw_affiliation_string":"TELECOM ParisTech, France","institution_ids":["https://openalex.org/I12356871"]},{"raw_affiliation_string":"TELECOM ParisTech, Paris, \u00c3\u017dle-de-France, FR","institution_ids":["https://openalex.org/I12356871"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052449763","display_name":"Dario Rossi","orcid":"https://orcid.org/0000-0003-3936-8876"},"institutions":[{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Dario Rossi","raw_affiliation_strings":["TELECOM ParisTech"],"affiliations":[{"raw_affiliation_string":"TELECOM ParisTech","institution_ids":["https://openalex.org/I12356871"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002388358"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":35.0858,"has_fulltext":false,"cited_by_count":185,"citation_normalized_percentile":{"value":0.99780624,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"25","issue":"3","first_page":"8","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":1.0,"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":1.0,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9998999834060669,"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":0.9994999766349792,"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":0.7823682427406311},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7367984056472778},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6601306200027466},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.6560028195381165},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5743556022644043},{"id":"https://openalex.org/keywords/internet-traffic","display_name":"Internet traffic","score":0.5426583290100098},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5061618685722351},{"id":"https://openalex.org/keywords/traffic-shaping","display_name":"Traffic shaping","score":0.4919130802154541},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4913887083530426},{"id":"https://openalex.org/keywords/web-traffic","display_name":"Web traffic","score":0.47314369678497314},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.4484814703464508},{"id":"https://openalex.org/keywords/traffic-engineering","display_name":"Traffic engineering","score":0.4378047287464142},{"id":"https://openalex.org/keywords/deep-packet-inspection","display_name":"Deep packet inspection","score":0.43074098229408264},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3925963044166565},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.36826127767562866},{"id":"https://openalex.org/keywords/network-traffic-control","display_name":"Network traffic control","score":0.3405579924583435},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.24903395771980286},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13091838359832764}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7823682427406311},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7367984056472778},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6601306200027466},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6560028195381165},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5743556022644043},{"id":"https://openalex.org/C63969886","wikidata":"https://www.wikidata.org/wiki/Q3536440","display_name":"Internet traffic","level":3,"score":0.5426583290100098},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5061618685722351},{"id":"https://openalex.org/C46451311","wikidata":"https://www.wikidata.org/wiki/Q262550","display_name":"Traffic shaping","level":4,"score":0.4919130802154541},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4913887083530426},{"id":"https://openalex.org/C2777672014","wikidata":"https://www.wikidata.org/wiki/Q1172573","display_name":"Web traffic","level":3,"score":0.47314369678497314},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.4484814703464508},{"id":"https://openalex.org/C16160715","wikidata":"https://www.wikidata.org/wiki/Q1640676","display_name":"Traffic engineering","level":2,"score":0.4378047287464142},{"id":"https://openalex.org/C204679922","wikidata":"https://www.wikidata.org/wiki/Q734252","display_name":"Deep packet inspection","level":3,"score":0.43074098229408264},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3925963044166565},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36826127767562866},{"id":"https://openalex.org/C201100257","wikidata":"https://www.wikidata.org/wiki/Q393287","display_name":"Network traffic control","level":3,"score":0.3405579924583435},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.24903395771980286},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13091838359832764},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mnet.2011.5772055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2011.5772055","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Network","raw_type":"journal-article"},{"id":"pmh:oai:porto.polito.it:2486379","is_oa":true,"landing_page_url":"http://porto.polito.it/2486379/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402038","display_name":"PORTO Publications Open Repository TOrino (Politecnico di Torino)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177477856","host_organization_name":"Politecnico di Torino","host_organization_lineage":["https://openalex.org/I177477856"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN:0890-8044","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:porto.polito.it:2486379","is_oa":true,"landing_page_url":"http://porto.polito.it/2486379/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402038","display_name":"PORTO Publications Open Repository TOrino (Politecnico di Torino)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177477856","host_organization_name":"Politecnico di Torino","host_organization_lineage":["https://openalex.org/I177477856"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN:0890-8044","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1518231592","https://openalex.org/W2021891366","https://openalex.org/W2076226477","https://openalex.org/W2096118443","https://openalex.org/W2118333307","https://openalex.org/W2137831706","https://openalex.org/W2162266953","https://openalex.org/W2289288280","https://openalex.org/W3150719513","https://openalex.org/W4214836820","https://openalex.org/W4238971728","https://openalex.org/W6809723831"],"related_works":["https://openalex.org/W2743139118","https://openalex.org/W3163756987","https://openalex.org/W2148642667","https://openalex.org/W1480832057","https://openalex.org/W2017388544","https://openalex.org/W2103957314","https://openalex.org/W2164712051","https://openalex.org/W1917343041","https://openalex.org/W2056187239","https://openalex.org/W4302041775"],"abstract_inverted_index":{"Since":[0],"the":[1,5,45,76,106,135,152,169,199,214],"early":[2],"days":[3],"of":[4,100,108,122,155,216],"Internet,":[6],"network":[7,72],"traffic":[8,87,124,165,174,194],"monitoring":[9,38],"has":[10,41,64,148],"always":[11],"played":[12],"a":[13,51,61,67,119,142,159],"strategic":[14],"role":[15],"in":[16,29,44,112,133,138,151,210],"understanding":[17],"and":[18,31,74,81,93,127,150,183],"characterizing":[19],"users\u2019":[20],"activities.":[21],"In":[22],"this":[23,139],"article,":[24],"we":[25,96],"present":[26,97],"our":[27],"experience":[28],"engineering":[30],"deploying":[32,103],"Tstat,":[33],"an":[34],"open":[35],"source":[36],"passive":[37],"tool":[39,53],"that":[40,58,70,172],"been":[42],"developed":[43],"past":[46,113],"10":[47],"years.":[48,114],"Started":[49],"as":[50],"scalable":[52],"to":[54,78,85,162,205],"continuously":[55],"monitor":[56],"packets":[57],"flow":[59],"on":[60],"link,":[62],"Tstat":[63,91,104],"evolved":[65],"into":[66],"complex":[68,82],"application":[69],"gives":[71],"researchers":[73],"operators":[75],"possibility":[77],"derive":[79],"extended":[80],"measurements":[83,101],"thanks":[84],"advanced":[86],"classifiers.":[88],"After":[89],"discussing":[90],"capabilities":[92],"internal":[94],"design,":[95],"some":[98],"examples":[99],"collected":[102],"at":[105],"edge":[107],"several":[109],"ISP":[110],"networks":[111],"While":[115],"other":[116],"works":[117],"report":[118],"continuous":[120],"decline":[121,147],"P2P":[123,146,164],"with":[125,207],"streaming":[126,182],"file":[128,184],"hosting":[129,185],"services":[130],"rapidly":[131],"increasing":[132],"popularity,":[134],"results":[136],"presented":[137],"article":[140],"picture":[141],"different":[143],"scenario.":[144],"First,":[145],"stopped,":[149],"last":[153],"months":[154],"2010":[156],"there":[157],"was":[158],"counter":[160],"tendency":[161],"increase":[163],"over":[166],"UDP,":[167],"so":[168],"common":[170],"belief":[171],"UDP":[173],"is":[175,177],"negligible":[176],"not":[178],"true":[179],"anymore.":[180],"Furthermore,":[181],"applications":[186],"have":[187,204],"either":[188],"stabilized":[189],"or":[190],"are":[191],"experiencing":[192],"decreasing":[193],"shares.":[195],"We":[196],"then":[197],"discuss":[198],"scalability":[200],"issues":[201],"software-based":[202],"tools":[203],"cope":[206],"when":[208],"deployed":[209],"real":[211],"networks,":[212],"showing":[213],"importance":[215],"properly":[217],"identifying":[218],"bottlenecks.":[219]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":14},{"year":2016,"cited_by_count":20},{"year":2015,"cited_by_count":18},{"year":2014,"cited_by_count":36},{"year":2013,"cited_by_count":26},{"year":2012,"cited_by_count":13}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}