{"id":"https://openalex.org/W2126005052","doi":null,"title":"SQUEEZING THE MOST OUT OF TRAFFIC CLASSIFICATION","display_name":"SQUEEZING THE MOST OUT OF TRAFFIC CLASSIFICATION","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2126005052","mag":"2126005052"},"language":"en","primary_location":{"id":"mag:2126005052","doi":null,"is_oa":false,"landing_page_url":"http://www.crysys.hu/~szabog/index_files/dissertation.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5043986697","display_name":"G\u00e9za Szab\u00f3","orcid":"https://orcid.org/0000-0003-0553-6958","observed_orcids":["https://orcid.org/0000-0003-0553-6958"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"G\u00e9za Szab\u00f3","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-0553-6958","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5043986697"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.9984999895095825,"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":0.9984999895095825,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.0010000000474974513,"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/T10400","display_name":"Network Security and Intrusion Detection","score":9.999999747378752e-05,"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/network-traffic-classification","display_name":"network traffic classification","score":0.921999990940094},{"id":"https://openalex.org/keywords/classification-validation","display_name":"classification validation","score":0.699999988079071},{"id":"https://openalex.org/keywords/user-behavior-detection","display_name":"user behavior detection","score":0.9409999847412109},{"id":"https://openalex.org/keywords/deep-packet-inspection","display_name":"deep packet inspection","score":0.859000027179718},{"id":"https://openalex.org/keywords/gpu-offloading","display_name":"GPU offloading","score":0.7179999947547913},{"id":"https://openalex.org/keywords/parallel-algorithms","display_name":"parallel algorithms","score":0.7139999866485596},{"id":"https://openalex.org/keywords/network-intrusion-detection","display_name":"network intrusion detection","score":0.6370000243186951},{"id":"https://openalex.org/keywords/application-identification","display_name":"application identification","score":0.33399999141693115}],"concepts":[{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.8340150117874146},{"id":"https://openalex.org/C48105269","wikidata":"https://www.wikidata.org/wiki/Q1141160","display_name":"Header","level":2,"score":0.7545569539070129},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7542672157287598},{"id":"https://openalex.org/C204679922","wikidata":"https://www.wikidata.org/wiki/Q734252","display_name":"Deep packet inspection","level":3,"score":0.6604760885238647},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5904386043548584},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5711579918861389},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.5653254389762878},{"id":"https://openalex.org/C17231256","wikidata":"https://www.wikidata.org/wiki/Q5156540","display_name":"Completeness (order theory)","level":2,"score":0.5538889765739441},{"id":"https://openalex.org/C43364308","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Byte","level":2,"score":0.5391642451286316},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4757128357887268},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.4390597343444824},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.43250763416290283},{"id":"https://openalex.org/C2781317605","wikidata":"https://www.wikidata.org/wiki/Q7832483","display_name":"Traffic analysis","level":2,"score":0.4227399230003357},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.4180891513824463},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3600347340106964},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3554355204105377},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.20204761624336243},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2126005052","doi":null,"is_oa":false,"landing_page_url":"http://www.crysys.hu/~szabog/index_files/dissertation.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W88694106","https://openalex.org/W90128752","https://openalex.org/W103634144","https://openalex.org/W111649852","https://openalex.org/W779828266","https://openalex.org/W1481277647","https://openalex.org/W1521553548","https://openalex.org/W1552569371","https://openalex.org/W1586941149","https://openalex.org/W1866431451","https://openalex.org/W1972309850","https://openalex.org/W1979978862","https://openalex.org/W1984088969","https://openalex.org/W1984435176","https://openalex.org/W1994471981","https://openalex.org/W1994584977","https://openalex.org/W2002194532","https://openalex.org/W2011628134","https://openalex.org/W2012095206","https://openalex.org/W2019874083","https://openalex.org/W2021955144","https://openalex.org/W2030102079","https://openalex.org/W2052318097","https://openalex.org/W2053309112","https://openalex.org/W2064097836","https://openalex.org/W2073089243","https://openalex.org/W2073201362","https://openalex.org/W2075957677","https://openalex.org/W2076881820","https://openalex.org/W2076914820","https://openalex.org/W2083589344","https://openalex.org/W2087405576","https://openalex.org/W2088638395","https://openalex.org/W2093703852","https://openalex.org/W2102616700","https://openalex.org/W2110288480","https://openalex.org/W2111711140","https://openalex.org/W2113766921","https://openalex.org/W2115775347","https://openalex.org/W2119271160","https://openalex.org/W2121973001","https://openalex.org/W2122226347","https://openalex.org/W2123282487","https://openalex.org/W2130598205","https://openalex.org/W2132847147","https://openalex.org/W2132984323","https://openalex.org/W2133473417","https://openalex.org/W2138543759","https://openalex.org/W2138677604","https://openalex.org/W2139105103","https://openalex.org/W2139743476","https://openalex.org/W2144098589","https://openalex.org/W2144256483","https://openalex.org/W2147024424","https://openalex.org/W2148346742","https://openalex.org/W2149267476","https://openalex.org/W2149274049","https://openalex.org/W2149679991","https://openalex.org/W2156084981","https://openalex.org/W2157153057","https://openalex.org/W2157349061","https://openalex.org/W2157979145","https://openalex.org/W2159573992","https://openalex.org/W2160883880","https://openalex.org/W2161061943","https://openalex.org/W2161986408","https://openalex.org/W2164210932","https://openalex.org/W2168707717","https://openalex.org/W2171527796","https://openalex.org/W2171873915","https://openalex.org/W2183190753","https://openalex.org/W2319085245","https://openalex.org/W2336075056","https://openalex.org/W2597798256","https://openalex.org/W2987803397","https://openalex.org/W3151831830"],"related_works":["https://openalex.org/W7100495200","https://openalex.org/W1586284606","https://openalex.org/W7099679099","https://openalex.org/W2283839217","https://openalex.org/W7099562364","https://openalex.org/W2806516571","https://openalex.org/W1642559384","https://openalex.org/W7098825016","https://openalex.org/W1984435176","https://openalex.org/W2327998064"],"abstract_inverted_index":{"Accurate":[0],"classification":[1,44,61,102,108,118,137,236,260,271,314],"of":[2,29,59,66,88,104,124,136,144,169,172,198,218,241,258,264,274,307],"traffic":[3,43,60,77,89,107,117,152,190,200,235,259,270,302,313],"flows":[4],"is":[5,51,73,94,110,127,315],"an":[6,225],"essential":[7],"step":[8],"for":[9,53],"administrators":[10],"to":[11,96,131,182,229,284,289,318],"detect":[12],"intrusion":[13],"or":[14,19],"malicious":[15],"attacks,":[16],"forbidden":[17],"applications,":[18],"simply":[20],"new":[21,68],"applications":[22],"which":[23,245,293],"may":[24,295],"impact":[25,171],"the":[26,55,67,101,105,122,158,162,167,170,173,196,199,215,231,239,256,272,275,285,291,308],"future":[27],"provisioning":[28],"network":[30],"resources.":[31],"In":[32,214],"this":[33,113],"work":[34,146],"four":[35],"major":[36],"topics":[37],"are":[38,70,180,227,246,277],"considered":[39,248],"in":[40,129,249,262],"connection":[41],"with":[42,238,322],"activities.":[45],"First,":[46],"a":[47,82,115,133,221,323],"novel":[48,222],"validation":[49,87,92],"method":[50,69,93,119,237],"proposed":[52,309],"characterizing":[54],"accuracy":[56],"and":[57,79,85,100,139,161,186,224,282],"completeness":[58,138],"algorithms.":[62],"The":[63,91,141,192,304],"main":[64,156],"advantages":[65,123],"that":[71,120,312],"it":[72,80],"based":[74],"on":[75,148,154,195,255],"realistic":[76],"mixtures,":[78],"enables":[81],"highly":[83],"automated":[84],"reliable":[86],"classification.":[90],"used":[95],"create":[97],"reference":[98],"traces":[99],"performance":[103,257,305],"existing":[106],"methods":[109,261,310],"measured.":[111],"Using":[112],"information":[114,204],"combined":[116],"includes":[121],"different":[125],"approaches":[126],"introduced,":[128],"order":[130],"provide":[132],"high":[134,268],"level":[135],"accuracy.":[140],"second":[142],"part":[143,217],"our":[145,219],"focuses":[147],"gaming":[149],"traffic.":[150],"Gaming":[151],"depends":[153],"two":[155],"factors,":[157],"game":[159],"protocol":[160],"gamers\u2019":[163],"behavior.":[164],"By":[165],"understanding":[166],"nature":[168],"later":[174],"one":[175],"user":[176],"behavior":[177],"detection":[178],"algorithms":[179,193,281],"introduced":[181,228],"grab":[183],"specific":[184],"events":[185],"states":[187],"from":[188],"passive":[189],"measurements.":[191],"focus":[194,254],"characteristics":[197],"rate,":[201],"showing":[202],"what":[203],"can":[205],"be":[206],"gathered":[207],"by":[208],"observing":[209],"only":[210],"packet":[211],"header":[212],"information.":[213],"third":[216],"work,":[220],"model":[223],"algorithm":[226],"extend":[230],"Deep":[232],"Packet":[233],"Inspection":[234],"analysis":[240],"non-fix":[242],"byte":[243],"signatures,":[244],"not":[247],"current":[250],"methods.":[251],"Finally,":[252],"we":[253],"terms":[263],"speed.":[265],"To":[266],"support":[267],"speed":[269],"majority":[273],"tasks":[276],"reformulated":[278],"as":[279],"parallel":[280],"pushed":[283],"Graphical":[286],"Processing":[287],"Unit":[288],"offload":[290],"CPU,":[292],"then":[294],"serve":[296],"other":[297],"processing":[298],"intensive":[299],"tasks,":[300],"e.g.,":[301],"capture.":[303],"tests":[306],"showed":[311],"possible":[316],"up":[317],"approximately":[319],"6":[320],"Gbps":[321],"commodity":[324],"PC.":[325]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T04:12:42.849631","created_date":"2016-06-24T00:00:00"}