{"id":"https://openalex.org/W2043723749","doi":"https://doi.org/10.1109/issa.2013.6641052","title":"A high-level architecture for efficient packet trace analysis on GPU co-processors","display_name":"A high-level architecture for efficient packet trace analysis on GPU co-processors","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W2043723749","doi":"https://doi.org/10.1109/issa.2013.6641052","mag":"2043723749"},"language":"en","primary_location":{"id":"doi:10.1109/issa.2013.6641052","is_oa":false,"landing_page_url":"https://doi.org/10.1109/issa.2013.6641052","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Information Security for South Africa","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/A5060286120","display_name":"Alastair Nottingham","orcid":"https://orcid.org/0000-0001-8427-0670"},"institutions":[{"id":"https://openalex.org/I203238179","display_name":"Rhodes University","ror":"https://ror.org/016sewp10","country_code":"ZA","type":"education","lineage":["https://openalex.org/I203238179"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Alastair Nottingham","raw_affiliation_strings":["Security and Networks Research Group, Department of Computer Science, Rhodes University, Grahamstown, South Africa","Department Of Computer Science, Rhodes University, Grahamstown, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Security and Networks Research Group, Department of Computer Science, Rhodes University, Grahamstown, South Africa","institution_ids":["https://openalex.org/I203238179"]},{"raw_affiliation_string":"Department Of Computer Science, Rhodes University, Grahamstown, South Africa","institution_ids":["https://openalex.org/I203238179"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054384302","display_name":"Barry Irwin","orcid":"https://orcid.org/0000-0002-2727-2124"},"institutions":[{"id":"https://openalex.org/I203238179","display_name":"Rhodes University","ror":"https://ror.org/016sewp10","country_code":"ZA","type":"education","lineage":["https://openalex.org/I203238179"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Barry Irwin","raw_affiliation_strings":["Security and Networks Research Group, Department of Computer Science, Rhodes University, Grahamstown, South Africa","Department Of Computer Science, Rhodes University, Grahamstown, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Security and Networks Research Group, Department of Computer Science, Rhodes University, Grahamstown, South Africa","institution_ids":["https://openalex.org/I203238179"]},{"raw_affiliation_string":"Department Of Computer Science, Rhodes University, Grahamstown, South Africa","institution_ids":["https://openalex.org/I203238179"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6343,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.70091285,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"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/T12326","display_name":"Network Packet Processing and Optimization","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12326","display_name":"Network Packet Processing and Optimization","score":1.0,"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":0.9940999746322632,"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/T10829","display_name":"Interconnection Networks and Systems","score":0.9871000051498413,"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":0.8687824010848999},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5689730048179626},{"id":"https://openalex.org/keywords/massively-parallel","display_name":"Massively parallel","score":0.5669007897377014},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5511868596076965},{"id":"https://openalex.org/keywords/graphics-processing-unit","display_name":"Graphics processing unit","score":0.5258225202560425},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.5031461119651794},{"id":"https://openalex.org/keywords/packet-processing","display_name":"Packet processing","score":0.4683971405029297},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4577140212059021},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.44089236855506897},{"id":"https://openalex.org/keywords/central-processing-unit","display_name":"Central processing unit","score":0.4246806502342224},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3462880253791809},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.34448719024658203},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.22716933488845825},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1596904695034027},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15527939796447754}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8687824010848999},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5689730048179626},{"id":"https://openalex.org/C190475519","wikidata":"https://www.wikidata.org/wiki/Q544384","display_name":"Massively parallel","level":2,"score":0.5669007897377014},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5511868596076965},{"id":"https://openalex.org/C2779851693","wikidata":"https://www.wikidata.org/wiki/Q183484","display_name":"Graphics processing unit","level":2,"score":0.5258225202560425},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.5031461119651794},{"id":"https://openalex.org/C2779581428","wikidata":"https://www.wikidata.org/wiki/Q7122997","display_name":"Packet processing","level":3,"score":0.4683971405029297},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4577140212059021},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.44089236855506897},{"id":"https://openalex.org/C49154492","wikidata":"https://www.wikidata.org/wiki/Q5300","display_name":"Central processing unit","level":2,"score":0.4246806502342224},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3462880253791809},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.34448719024658203},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.22716933488845825},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1596904695034027},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15527939796447754}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/issa.2013.6641052","is_oa":false,"landing_page_url":"https://doi.org/10.1109/issa.2013.6641052","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Information Security for South Africa","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W103634144","https://openalex.org/W1628216882","https://openalex.org/W1891842933","https://openalex.org/W2000497232","https://openalex.org/W2075175892","https://openalex.org/W2105838178","https://openalex.org/W2127687018","https://openalex.org/W2138381338","https://openalex.org/W2151553380","https://openalex.org/W2158060559","https://openalex.org/W2159669151","https://openalex.org/W2257105268","https://openalex.org/W2891933542","https://openalex.org/W4253088248","https://openalex.org/W6636806898","https://openalex.org/W6680653849"],"related_works":["https://openalex.org/W2151046618","https://openalex.org/W1969233021","https://openalex.org/W2167646277","https://openalex.org/W2063573318","https://openalex.org/W2027443981","https://openalex.org/W2388314963","https://openalex.org/W3158047141","https://openalex.org/W1656096860","https://openalex.org/W2063372669","https://openalex.org/W1972148443"],"abstract_inverted_index":{"This":[0,86,127],"paper":[1,128],"proposes":[2],"a":[3,29,63,130],"high-level":[4,131],"architecture":[5,25,87,136],"to":[6,27,61,72,78,97,104,106],"support":[7],"efficient,":[8],"massively":[9],"parallel":[10,33],"packet":[11,34,102],"classification,":[12],"filtering":[13],"and":[14,31,36,49,80,123,137],"analysis":[15,37,47,68],"using":[16],"commodity":[17],"Graphics":[18],"Processing":[19],"Unit":[20],"(GPU)":[21],"hardware.":[22],"The":[23],"proposed":[24,135],"aims":[26,60],"provide":[28,62],"flexible":[30],"efficient":[32],"processing":[35],"framework,":[38],"supporting":[39],"complex":[40],"programmable":[41],"filtering,":[42],"data":[43],"mining":[44],"operations,":[45],"statistical":[46],"functions":[48],"traffic":[50],"visualisation,":[51],"with":[52,109],"minimal":[53,110],"CPU":[54,111],"overhead.":[55],"In":[56],"particular,":[57],"this":[58],"framework":[59],"robust":[64],"set":[65],"of":[66,133,145],"high-speed":[67],"functionality,":[69],"in":[70,100,148],"order":[71],"dramatically":[73],"reduce":[74],"the":[75,115,124,134,143,149],"time":[76],"required":[77],"process":[79],"analyse":[81],"extremely":[82],"large":[83],"network":[84],"traces.":[85],"derives":[88],"from":[89],"initial":[90],"research,":[91],"which":[92],"has":[93],"shown":[94],"GPU":[95,125],"co-processors":[96],"be":[98],"effective":[99],"accelerating":[101],"classification":[103],"up":[105],"tera-bit":[107],"speeds":[108],"overhead,":[112],"far":[113],"exceeding":[114],"bandwidth":[116],"capacity":[117],"between":[118],"standard":[119],"long":[120],"term":[121],"storage":[122],"device.":[126],"provides":[129],"overview":[132],"its":[138],"primary":[139],"components,":[140],"motivated":[141],"by":[142],"results":[144],"prior":[146],"research":[147],"field.":[150]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
