{"id":"https://openalex.org/W4393034924","doi":"https://doi.org/10.1109/icacs60934.2024.10473274","title":"High Performance DPI Engine Design for Network Traffic Classification, Metadata Extraction and Data Visualization","display_name":"High Performance DPI Engine Design for Network Traffic Classification, Metadata Extraction and Data Visualization","publication_year":2024,"publication_date":"2024-02-19","ids":{"openalex":"https://openalex.org/W4393034924","doi":"https://doi.org/10.1109/icacs60934.2024.10473274"},"language":"en","primary_location":{"id":"doi:10.1109/icacs60934.2024.10473274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacs60934.2024.10473274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th International Conference on Advancements in Computational Sciences (ICACS)","raw_type":"proceedings-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/A5101270374","display_name":"Muhammad Shaheem Raza","orcid":null},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Shaheem Raza","raw_affiliation_strings":["University of Engineering and Technology,Deep Packet Inspection Lab,Taxila,Pakistan","Deep Packet Inspection Lab, University of Engineering and Technology, Taxila, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Engineering and Technology,Deep Packet Inspection Lab,Taxila,Pakistan","institution_ids":["https://openalex.org/I173207729"]},{"raw_affiliation_string":"Deep Packet Inspection Lab, University of Engineering and Technology, Taxila, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111079096","display_name":"Syed Baqir Abbas Kazmi","orcid":null},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Syed Baqir Abbas Kazmi","raw_affiliation_strings":["University of Engineering and Technology,Deep Packet Inspection Lab,Taxila,Pakistan","Deep Packet Inspection Lab, University of Engineering and Technology, Taxila, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Engineering and Technology,Deep Packet Inspection Lab,Taxila,Pakistan","institution_ids":["https://openalex.org/I173207729"]},{"raw_affiliation_string":"Deep Packet Inspection Lab, University of Engineering and Technology, Taxila, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052433003","display_name":"Rashid Ali","orcid":"https://orcid.org/0000-0002-5977-9755"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Rashid Ali","raw_affiliation_strings":["University of Engineering and Technology,Deep Packet Inspection Lab,Taxila,Pakistan","Deep Packet Inspection Lab, University of Engineering and Technology, Taxila, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Engineering and Technology,Deep Packet Inspection Lab,Taxila,Pakistan","institution_ids":["https://openalex.org/I173207729"]},{"raw_affiliation_string":"Deep Packet Inspection Lab, University of Engineering and Technology, Taxila, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102633319","display_name":"Muhammad Murtaz Naqvi","orcid":null},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Murtaz Naqvi","raw_affiliation_strings":["University of Engineering and Technology,Deep Packet Inspection Lab,Taxila,Pakistan","Deep Packet Inspection Lab, University of Engineering and Technology, Taxila, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Engineering and Technology,Deep Packet Inspection Lab,Taxila,Pakistan","institution_ids":["https://openalex.org/I173207729"]},{"raw_affiliation_string":"Deep Packet Inspection Lab, University of Engineering and Technology, Taxila, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093324381","display_name":"Hanzala Fiaz","orcid":null},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Hanzala Fiaz","raw_affiliation_strings":["University of Engineering and Technology,Deep Packet Inspection Lab,Taxila,Pakistan","Deep Packet Inspection Lab, University of Engineering and Technology, Taxila, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Engineering and Technology,Deep Packet Inspection Lab,Taxila,Pakistan","institution_ids":["https://openalex.org/I173207729"]},{"raw_affiliation_string":"Deep Packet Inspection Lab, University of Engineering and Technology, Taxila, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071229536","display_name":"Adeel Akram","orcid":"https://orcid.org/0000-0003-0260-0088"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Adeel Akram","raw_affiliation_strings":["University of Engineering and Technology,Deep Packet Inspection Lab,Taxila,Pakistan","Deep Packet Inspection Lab, University of Engineering and Technology, Taxila, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Engineering and Technology,Deep Packet Inspection Lab,Taxila,Pakistan","institution_ids":["https://openalex.org/I173207729"]},{"raw_affiliation_string":"Deep Packet Inspection Lab, University of Engineering and Technology, Taxila, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9366,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74343599,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.8159000277519226,"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":0.8159000277519226,"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":0.7461000084877014,"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/computer-science","display_name":"Computer science","score":0.8148214817047119},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.7889243364334106},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5745672583580017},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5226823687553406},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3553773760795593},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3408229947090149},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.318303644657135},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.26954206824302673}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8148214817047119},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.7889243364334106},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5745672583580017},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5226823687553406},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3553773760795593},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3408229947090149},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.318303644657135},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.26954206824302673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacs60934.2024.10473274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacs60934.2024.10473274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th International Conference on Advancements in Computational Sciences (ICACS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1495633614","https://openalex.org/W1521553548","https://openalex.org/W2012814777","https://openalex.org/W2019821286","https://openalex.org/W2062401262","https://openalex.org/W2496589143","https://openalex.org/W2560168627","https://openalex.org/W2790593592","https://openalex.org/W2942675629","https://openalex.org/W4242776336"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2579659702","https://openalex.org/W2154046714","https://openalex.org/W1965329638","https://openalex.org/W1574055964","https://openalex.org/W2923661510","https://openalex.org/W2189613078","https://openalex.org/W2586219255","https://openalex.org/W2547096368"],"abstract_inverted_index":{"The":[0,80],"increasing":[1],"volume":[2],"and":[3,20,51,67,97,157,184],"complexity":[4],"of":[5,40,48,120,131,138,177],"network":[6,35,123],"traffic":[7,25,78,95,180,182],"pose":[8],"a":[9,49,175],"significant":[10],"challenge":[11],"in":[12,117],"today\u2019s":[13],"interconnected":[14],"world.":[15],"Internet":[16],"service":[17,187],"providers":[18],"(ISPs)":[19],"telecommunication":[21],"companies":[22],"rely":[23],"on":[24,160],"monitoring":[26],"using":[27],"Deep":[28],"Packet":[29],"Inspection":[30],"(DPI)":[31],"frameworks":[32],"to":[33,59,104,171],"monitor":[34],"traffic,":[36],"including":[37,179],"the":[38,46,102,126,129,139,151],"detection":[39],"anomalous":[41],"behavior.":[42],"This":[43,55],"paper":[44,127],"presents":[45],"development":[47],"high-speed":[50],"scalable":[52],"DPI":[53,82,152],"engine.":[54],"engine":[56,83,153],"is":[57,115,154],"designed":[58],"capture":[60],"packets":[61],"at":[62,107],"high":[63],"speeds,":[64,109],"extracting":[65],"data":[66,106],"metadata":[68],"from":[69],"these":[70],"packets,":[71],"ultimately":[72],"providing":[73],"profound":[74],"insights":[75],"into":[76],"internet":[77],"patterns.":[79],"developed":[81],"comprises":[84],"essential":[85],"components,":[86],"such":[87],"as":[88],"packet":[89],"capture,":[90],"time":[91],"stamping,":[92],"flow":[93],"processing,":[94],"classification,":[96],"semantic":[98],"analysis.":[99],"It":[100],"exhibits":[101],"capacity":[103],"process":[105],"remarkable":[108],"reaching":[110],"multiple":[111],"10":[112],"GB/s,":[113],"which":[114],"crucial":[116],"this":[118],"era":[119],"rapidly":[121],"evolving":[122],"traffic.":[124],"Moreover,":[125],"demonstrates":[128],"creation":[130],"interactive":[132],"dashboards":[133],"that":[134],"enable":[135],"effective":[136],"visualization":[137],"extracted":[140],"information,":[141],"making":[142],"it":[143,173],"readily":[144],"interpretable":[145],"for":[146,174,189],"users.":[147],"Perhaps":[148],"most":[149],"significantly,":[150],"remarkably":[155],"lightweight":[156],"easily":[158],"deployable":[159],"standard":[161],"hardware,":[162],"requiring":[163],"no":[164],"specialized":[165],"equipment.":[166],"Its":[167],"versatility":[168],"allows":[169],"ISPs":[170],"employ":[172],"variety":[176],"purposes,":[178],"shaping,":[181],"charging,":[183],"ensuring":[185],"high-quality":[186],"(QOS)":[188],"their":[190],"customers.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}