{"id":"https://openalex.org/W2104114371","doi":"https://doi.org/10.1109/glocom.2009.5425469","title":"An Experimental Evaluation of the Computational Cost of a DPI Traffic Classifier","display_name":"An Experimental Evaluation of the Computational Cost of a DPI Traffic Classifier","publication_year":2009,"publication_date":"2009-11-01","ids":{"openalex":"https://openalex.org/W2104114371","doi":"https://doi.org/10.1109/glocom.2009.5425469","mag":"2104114371"},"language":"en","primary_location":{"id":"doi:10.1109/glocom.2009.5425469","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2009.5425469","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2009 - 2009 IEEE Global Telecommunications Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://porto.polito.it/2263343/1/09Globecom_DPIcompl.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069395342","display_name":"N. Cascarano","orcid":null},"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":"Niccolo Cascarano","raw_affiliation_strings":["Dipartimento di Automatica e Informatica, Politecnico di Turino, Italy","Dipartimento di Automatica e Informatica - Politecnico di Torino, ITALY#TAB#"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Automatica e Informatica, Politecnico di Turino, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Dipartimento di Automatica e Informatica - Politecnico di Torino, ITALY#TAB#","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019006928","display_name":"Alice Este","orcid":null},"institutions":[{"id":"https://openalex.org/I79940851","display_name":"University of Brescia","ror":"https://ror.org/02q2d2610","country_code":"IT","type":"education","lineage":["https://openalex.org/I79940851"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alice Este","raw_affiliation_strings":["Dipartimento di Elettronica per l'Automazione, Universit\u00e0 degli Studi di Brescia, Italy","Dipartimento di Elettronica per l\u2019Automazione, Universit\u00e0 degli Studi di Brescia, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica per l'Automazione, Universit\u00e0 degli Studi di Brescia, Italy","institution_ids":["https://openalex.org/I79940851"]},{"raw_affiliation_string":"Dipartimento di Elettronica per l\u2019Automazione, Universit\u00e0 degli Studi di Brescia, Italy","institution_ids":["https://openalex.org/I79940851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034071044","display_name":"Francesco Gringoli","orcid":"https://orcid.org/0000-0003-2621-582X"},"institutions":[{"id":"https://openalex.org/I79940851","display_name":"University of Brescia","ror":"https://ror.org/02q2d2610","country_code":"IT","type":"education","lineage":["https://openalex.org/I79940851"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Gringoli","raw_affiliation_strings":["Dipartimento di Elettronica per l'Automazione, Universit\u00e0 degli Studi di Brescia, Italy","Dipartimento di Elettronica per l\u2019Automazione, Universit\u00e0 degli Studi di Brescia, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica per l'Automazione, Universit\u00e0 degli Studi di Brescia, Italy","institution_ids":["https://openalex.org/I79940851"]},{"raw_affiliation_string":"Dipartimento di Elettronica per l\u2019Automazione, Universit\u00e0 degli Studi di Brescia, Italy","institution_ids":["https://openalex.org/I79940851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089196445","display_name":"Fulvio Risso","orcid":"https://orcid.org/0000-0001-6134-7890"},"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":"Fulvio Risso","raw_affiliation_strings":["Dipartimento di Automatica e Informatica, Politecnico di Torino, Italy","Dipartimento di Automatica e Informatica - Politecnico di Torino, ITALY#TAB#"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Automatica e Informatica, Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Dipartimento di Automatica e Informatica - Politecnico di Torino, ITALY#TAB#","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043206796","display_name":"Luca Salgarelli","orcid":null},"institutions":[{"id":"https://openalex.org/I79940851","display_name":"University of Brescia","ror":"https://ror.org/02q2d2610","country_code":"IT","type":"education","lineage":["https://openalex.org/I79940851"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Salgarelli","raw_affiliation_strings":["Dipartimento di Elettronica per l'Automazione, Universit\u00e0 degli Studi di Brescia, Italy","Dipartimento di Elettronica per l\u2019Automazione, Universit\u00e0 degli Studi di Brescia, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica per l'Automazione, Universit\u00e0 degli Studi di Brescia, Italy","institution_ids":["https://openalex.org/I79940851"]},{"raw_affiliation_string":"Dipartimento di Elettronica per l\u2019Automazione, Universit\u00e0 degli Studi di Brescia, Italy","institution_ids":["https://openalex.org/I79940851"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069395342"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":3.6041,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.93148361,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9995999932289124,"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":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7906582355499268},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.741640567779541},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.714844822883606},{"id":"https://openalex.org/keywords/deep-packet-inspection","display_name":"Deep packet inspection","score":0.6764978170394897},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6538885235786438},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6022235751152039},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.5163863301277161},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5081019401550293},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3729078769683838},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3536313474178314},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13895776867866516}],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7906582355499268},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.741640567779541},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.714844822883606},{"id":"https://openalex.org/C204679922","wikidata":"https://www.wikidata.org/wiki/Q734252","display_name":"Deep packet inspection","level":3,"score":0.6764978170394897},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6538885235786438},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6022235751152039},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.5163863301277161},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5081019401550293},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3729078769683838},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3536313474178314},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13895776867866516},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/glocom.2009.5425469","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2009.5425469","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2009 - 2009 IEEE Global Telecommunications Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unibs.it:11379/27764","is_oa":false,"landing_page_url":"http://hdl.handle.net/11379/27764","pdf_url":null,"source":{"id":"https://openalex.org/S4306400804","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Brescia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:porto.polito.it:2263343","is_oa":true,"landing_page_url":"http://porto.polito.it/2263343/1/09Globecom_DPIcompl.pdf","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:1930-529X","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:porto.polito.it:2263343","is_oa":true,"landing_page_url":"http://porto.polito.it/2263343/1/09Globecom_DPIcompl.pdf","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:1930-529X","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1501160414","https://openalex.org/W1521553548","https://openalex.org/W1721450854","https://openalex.org/W1948222530","https://openalex.org/W1973668864","https://openalex.org/W2011628134","https://openalex.org/W2055261595","https://openalex.org/W2073089243","https://openalex.org/W2096474000","https://openalex.org/W2115176873","https://openalex.org/W2119271160","https://openalex.org/W2120955848","https://openalex.org/W2121973001","https://openalex.org/W2122226347","https://openalex.org/W2122820686","https://openalex.org/W2132870739","https://openalex.org/W2135573056","https://openalex.org/W2148603752","https://openalex.org/W2157349061","https://openalex.org/W2167971042","https://openalex.org/W4236506014","https://openalex.org/W4254721730","https://openalex.org/W6637466454","https://openalex.org/W6677977985"],"related_works":["https://openalex.org/W1544967040","https://openalex.org/W2594425278","https://openalex.org/W2347338493","https://openalex.org/W2090763504","https://openalex.org/W2797286879","https://openalex.org/W4226031521","https://openalex.org/W3160314615","https://openalex.org/W2381288267","https://openalex.org/W2155469080","https://openalex.org/W2299887038"],"abstract_inverted_index":{"A":[0],"common":[1,73],"belief":[2],"in":[3,21,98],"the":[4,72],"scientific":[5],"community":[6],"is":[7,90,105],"that":[8,94],"traffic":[9],"classifiers":[10,112],"based":[11,51],"on":[12,52],"deep":[13,43],"packet":[14,44],"inspection":[15,45],"(DPI)":[16],"are":[17],"far":[18],"more":[19,99],"expensive":[20],"terms":[22],"of":[23,109],"computational":[24,85],"complexity":[25],"compared":[26,119],"to":[27,71,92,120],"statistical":[28,49],"classifiers.":[29],"In":[30],"this":[31,35,102],"paper":[32],"we":[33,124],"counter":[34],"notion":[36],"by":[37,57],"defining":[38],"accurate":[39],"models":[40],"for":[41],"a":[42,48,75,106],"classifier":[46,77],"and":[47,56,78],"one":[50,81],"support":[53],"vector":[54],"machines,":[55],"evaluating":[58],"their":[59],"actual":[60],"processing":[61],"costs":[62],"through":[63],"experimental":[64],"analysis.":[65],"The":[66],"results":[67,96],"suggest":[68],"that,":[69],"contrary":[70],"belief,":[74],"DPI":[76,111],"an":[79],"SVM-based":[80],"can":[82],"have":[83],"comparable":[84],"costs.":[86],"Although":[87],"much":[88],"work":[89],"left":[91],"prove":[93],"our":[95],"apply":[97],"general":[100],"cases,":[101],"preliminary":[103],"analysis":[104],"first":[107],"indication":[108],"how":[110],"might":[113],"not":[114],"be":[115],"as":[116,123],"computationally":[117],"complex,":[118],"other":[121],"approaches,":[122],"previously":[125],"thought.":[126]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
