{"id":"https://openalex.org/W4362496638","doi":"https://doi.org/10.1109/ictas56421.2023.10082743","title":"Analysis of SD-WAN Packets using Machine Learning Algorithm","display_name":"Analysis of SD-WAN Packets using Machine Learning Algorithm","publication_year":2023,"publication_date":"2023-03-01","ids":{"openalex":"https://openalex.org/W4362496638","doi":"https://doi.org/10.1109/ictas56421.2023.10082743"},"language":"en","primary_location":{"id":"doi:10.1109/ictas56421.2023.10082743","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ictas56421.2023.10082743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Conference on Information Communications Technology and Society (ICTAS)","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/A5039094692","display_name":"Ikiomoye Douglas Emmanuel","orcid":"https://orcid.org/0000-0003-0695-8378"},"institutions":[{"id":"https://openalex.org/I54459138","display_name":"University of Salford","ror":"https://ror.org/01tmqtf75","country_code":"GB","type":"education","lineage":["https://openalex.org/I54459138"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ikiomoye Douglas Emmanuel","raw_affiliation_strings":["School of Science, Engineering and Environment, University of Salford,Salford,United Kingdom","School of Science, Engineering and Environment, University of Salford, Salford, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science, Engineering and Environment, University of Salford,Salford,United Kingdom","institution_ids":["https://openalex.org/I54459138"]},{"raw_affiliation_string":"School of Science, Engineering and Environment, University of Salford, Salford, United Kingdom","institution_ids":["https://openalex.org/I54459138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088176913","display_name":"Nigel Linge","orcid":"https://orcid.org/0000-0002-4318-8782"},"institutions":[{"id":"https://openalex.org/I54459138","display_name":"University of Salford","ror":"https://ror.org/01tmqtf75","country_code":"GB","type":"education","lineage":["https://openalex.org/I54459138"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nigel Linge","raw_affiliation_strings":["School of Science, Engineering and Environment, University of Salford,Salford,United Kingdom","School of Science, Engineering and Environment, University of Salford, Salford, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science, Engineering and Environment, University of Salford,Salford,United Kingdom","institution_ids":["https://openalex.org/I54459138"]},{"raw_affiliation_string":"School of Science, Engineering and Environment, University of Salford, Salford, United Kingdom","institution_ids":["https://openalex.org/I54459138"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047154273","display_name":"Steve Hill","orcid":null},"institutions":[{"id":"https://openalex.org/I54459138","display_name":"University of Salford","ror":"https://ror.org/01tmqtf75","country_code":"GB","type":"education","lineage":["https://openalex.org/I54459138"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Steve Hill","raw_affiliation_strings":["School of Science, Engineering and Environment, University of Salford,Salford,United Kingdom","School of Science, Engineering and Environment, University of Salford, Salford, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science, Engineering and Environment, University of Salford,Salford,United Kingdom","institution_ids":["https://openalex.org/I54459138"]},{"raw_affiliation_string":"School of Science, Engineering and Environment, University of Salford, Salford, United Kingdom","institution_ids":["https://openalex.org/I54459138"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1897,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46136419,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"6","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":1.0,"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/T10714","display_name":"Software-Defined Networks and 5G","score":1.0,"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":0.9997000098228455,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.996999979019165,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8731441497802734},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.7501938343048096},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.6622418165206909},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.6126274466514587},{"id":"https://openalex.org/keywords/network-processor","display_name":"Network processor","score":0.46817249059677124},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.4303114712238312},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4296773076057434},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3523184061050415},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33891206979751587}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8731441497802734},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.7501938343048096},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.6622418165206909},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6126274466514587},{"id":"https://openalex.org/C74366991","wikidata":"https://www.wikidata.org/wiki/Q2755335","display_name":"Network processor","level":3,"score":0.46817249059677124},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.4303114712238312},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4296773076057434},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3523184061050415},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33891206979751587}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictas56421.2023.10082743","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ictas56421.2023.10082743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Conference on Information Communications Technology and Society (ICTAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2150093579","https://openalex.org/W2564630785","https://openalex.org/W2624565253","https://openalex.org/W2791279818","https://openalex.org/W2901971989","https://openalex.org/W2910242572","https://openalex.org/W2915905517","https://openalex.org/W2953378622","https://openalex.org/W2976055076","https://openalex.org/W3015715630","https://openalex.org/W3027378420","https://openalex.org/W3032948302","https://openalex.org/W3047014784","https://openalex.org/W3108110215","https://openalex.org/W3138001817","https://openalex.org/W3166061048","https://openalex.org/W3196766075","https://openalex.org/W3199852008","https://openalex.org/W4283215764","https://openalex.org/W4283659829","https://openalex.org/W4283713566"],"related_works":["https://openalex.org/W2210470417","https://openalex.org/W2520402256","https://openalex.org/W2145023239","https://openalex.org/W2281138459","https://openalex.org/W2026724920","https://openalex.org/W601601246","https://openalex.org/W2060648632","https://openalex.org/W2297043084","https://openalex.org/W2365895770","https://openalex.org/W3193461409"],"abstract_inverted_index":{"In":[0,23,34],"recent":[1],"years,":[2],"legacy":[3],"networks":[4],"have":[5],"evolved":[6],"to":[7,29,68,80],"incorporate":[8],"the":[9,15,45,91,103,113],"use":[10],"of":[11,17],"programmability":[12],"features":[13],"with":[14,72],"aim":[16],"improving":[18,156],"performance":[19,158],"and":[20,32,108,130,136,159],"resource":[21,160],"utilisation.":[22,161],"achieving":[24],"this":[25,35],"goal,":[26],"packets":[27,46,111],"need":[28],"be":[30,122,134,144],"monitored":[31],"classified.":[33],"study,":[36],"an":[37,50],"optimal":[38],"monitoring":[39],"tool":[40],"is":[41,62,88],"used":[42,145],"in":[43,49,112,115,125],"capturing":[44],"or":[47,153],"flows":[48],"emulated":[51],"Software":[52],"Defined":[53],"Wide":[54],"Area":[55],"Network":[56],"using":[57,64,90],"GNS3.":[58],"The":[59,85,99],"network":[60,83,114,128,157],"architecture":[61],"implemented":[63,124],"two":[65],"hosts":[66],"communicating":[67],"a":[69,73,116,126,139],"server":[70],"integrated":[71],"machine":[74],"learning":[75],"(ML)":[76],"model":[77,87],"(python":[78],"based)":[79],"classify":[81],"real":[82,127],"packets.":[84],"ML":[86,104],"achieved":[89],"Decision":[92],"Tree":[93],"algorithm":[94,105],"based":[95],"on":[96],"python":[97],"programming.":[98],"proposed":[100],"implementation":[101],"ensures":[102],"efficiently":[106],"classifies":[107],"segments":[109],"various":[110],"database":[117,140],"structure.":[118],"This":[119],"testbed":[120],"can":[121,133,143],"effectively":[123],"scenario,":[129],"packet":[131],"data":[132],"captured":[135],"analysed":[137],"into":[138],"structure":[141],"which":[142],"for":[146,155],"further":[147],"analysis":[148],"such":[149],"as":[150],"congestion":[151],"window":[152],"throughput":[154]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
