{"id":"https://openalex.org/W7220262852","doi":null,"title":"Feature-Centric Framework for Network Traffic Management and Optimization","display_name":"Feature-Centric Framework for Network Traffic Management and Optimization","publication_year":2025,"publication_date":"2025-03-26","ids":{"openalex":"https://openalex.org/W7220262852"},"language":"en","primary_location":{"id":"pmh:oai:ojs2.fjiece.atu.edu.iq:article/182","doi":null,"is_oa":true,"landing_page_url":"https://fjiece.atu.edu.iq/index.php/fjiece/article/view/182","pdf_url":"https://fjiece.atu.edu.iq/index.php/fjiece/article/download/182/105","source":{"id":"https://openalex.org/S4210211490","display_name":"Al-Furat Journal of Innovations in Electronics and Computer Engineering","issn_l":"2708-3985","issn":["2708-3985"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210155527","host_organization_name":"Al-Furat Al-Awsat Technical University","host_organization_lineage":["https://openalex.org/I4210155527"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2708-3985","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://fjiece.atu.edu.iq/index.php/fjiece/article/download/182/105","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034654840","display_name":"Aymen Hasan Alawadi","orcid":"https://orcid.org/0000-0001-7581-1682","observed_orcids":["https://orcid.org/0000-0001-7581-1682"]},"institutions":[{"id":"https://openalex.org/I47229656","display_name":"University of Kufa","ror":"https://ror.org/02dwrdh81","country_code":"IQ","type":"education","lineage":["https://openalex.org/I47229656"]}],"countries":["IQ"],"is_corresponding":true,"raw_author_name":"AlAwadi, Aymen","raw_affiliation_strings":["University of Kufa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kufa","institution_ids":["https://openalex.org/I47229656"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5034654840"],"corresponding_institution_ids":["https://openalex.org/I47229656"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.44510000944137573,"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":0.44510000944137573,"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":0.24869999289512634,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.1143999993801117,"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-management","display_name":"network traffic management","score":0.9940000176429749},{"id":"https://openalex.org/keywords/traffic-flow-optimization","display_name":"traffic flow optimization","score":0.7049999833106995},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.8939999938011169},{"id":"https://openalex.org/keywords/feature-reduction","display_name":"feature reduction","score":0.8809999823570251},{"id":"https://openalex.org/keywords/network-resource-utilization","display_name":"network resource utilization","score":0.5899999737739563},{"id":"https://openalex.org/keywords/network-security","display_name":"network security","score":0.9959999918937683},{"id":"https://openalex.org/keywords/spearman-s-rank-correlation","display_name":"Spearman correlation","score":0.843999981880188},{"id":"https://openalex.org/keywords/kendall-s-rank-correlation","display_name":"Kendall's rank correlation","score":0.9879999756813049},{"id":"https://openalex.org/keywords/dendrogram-clustering","display_name":"dendrogram clustering","score":0.8880000114440918},{"id":"https://openalex.org/keywords/feature-interpretability","display_name":"feature interpretability","score":0.6230000257492065}],"concepts":[{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6833999752998352},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.667900025844574},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6313999891281128},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.6043999791145325},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5473999977111816},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.4702000021934509},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46230000257492065},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4108000099658966},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.37310001254081726},{"id":"https://openalex.org/C13540734","wikidata":"https://www.wikidata.org/wiki/Q5318996","display_name":"Dynamic network analysis","level":2,"score":0.3571000099182129},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.35530000925064087},{"id":"https://openalex.org/C114809511","wikidata":"https://www.wikidata.org/wiki/Q1412924","display_name":"Flow network","level":2,"score":0.3393000066280365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3314000070095062},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3003999888896942},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.29829999804496765},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.28780001401901245},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.28200000524520874},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.27869999408721924},{"id":"https://openalex.org/C81877898","wikidata":"https://www.wikidata.org/wiki/Q1965787","display_name":"Network monitoring","level":2,"score":0.27709999680519104},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.2651999890804291},{"id":"https://openalex.org/C94168897","wikidata":"https://www.wikidata.org/wiki/Q574324","display_name":"Network traffic simulation","level":4,"score":0.26420000195503235},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26420000195503235},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.25589999556541443},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.25529998540878296},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.2540000081062317},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.25290000438690186},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.25270000100135803},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.2515999972820282}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:ojs2.fjiece.atu.edu.iq:article/182","doi":null,"is_oa":true,"landing_page_url":"https://fjiece.atu.edu.iq/index.php/fjiece/article/view/182","pdf_url":"https://fjiece.atu.edu.iq/index.php/fjiece/article/download/182/105","source":{"id":"https://openalex.org/S4210211490","display_name":"Al-Furat Journal of Innovations in Electronics and Computer Engineering","issn_l":"2708-3985","issn":["2708-3985"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210155527","host_organization_name":"Al-Furat Al-Awsat Technical University","host_organization_lineage":["https://openalex.org/I4210155527"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2708-3985","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ojs2.fjiece.atu.edu.iq:article/182","doi":null,"is_oa":true,"landing_page_url":"https://fjiece.atu.edu.iq/index.php/fjiece/article/view/182","pdf_url":"https://fjiece.atu.edu.iq/index.php/fjiece/article/download/182/105","source":{"id":"https://openalex.org/S4210211490","display_name":"Al-Furat Journal of Innovations in Electronics and Computer Engineering","issn_l":"2708-3985","issn":["2708-3985"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210155527","host_organization_name":"Al-Furat Al-Awsat Technical University","host_organization_lineage":["https://openalex.org/I4210155527"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2708-3985","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7220262852.pdf","grobid_xml":"https://content.openalex.org/works/W7220262852.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W2076758681","https://openalex.org/W2146096861","https://openalex.org/W2488041515","https://openalex.org/W2789828921","https://openalex.org/W3117829857","https://openalex.org/W3126533924","https://openalex.org/W3199041797","https://openalex.org/W4210963550","https://openalex.org/W4283643189","https://openalex.org/W4296229353","https://openalex.org/W4379985145","https://openalex.org/W4384304525","https://openalex.org/W4404239341"],"related_works":["https://openalex.org/W4413145139","https://openalex.org/W4300515864","https://openalex.org/W1639725420","https://openalex.org/W2020973327","https://openalex.org/W3038112596","https://openalex.org/W1981923452","https://openalex.org/W7061358992","https://openalex.org/W2786942394","https://openalex.org/W2006223810","https://openalex.org/W4410507554"],"abstract_inverted_index":{"While":[0,47],"complex":[1],"network":[2,18,45,105,132,150],"development":[3],"and":[4,15,31,42,52,67,89,102,122,128],"dynamic":[5],"traffic":[6,35],"are":[7,64,80],"still":[8],"developing,":[9],"there":[10],"has":[11],"been":[12],"great":[13],"optimization":[14,38],"management":[16],"of":[17,39,44,49],"traffic.":[19],"This":[20,95],"paper":[21],"will":[22],"develop":[23],"a":[24,83],"feature-based":[25],"approach":[26],"based":[27],"on":[28],"intelligent":[29],"selection":[30],"reduction":[32],"to":[33,130],"improve":[34],"flow":[36],"management,":[37],"resource":[40],"utilization,":[41],"enhancement":[43],"security.":[46],"methods":[48],"statistical":[50],"correlation":[51,78],"clustering":[53,93],"retain":[54],"only":[55],"the":[56,60,74,97,112,116,124,135],"relevant":[57],"features":[58],"in":[59,82,140],"system,":[61],"irrelevant":[62],"ones":[63],"filtered":[65],"out":[66],"operational":[68],"efficiency":[69,139],"is":[70],"optimized":[71],"along":[72],"with":[73],"decision-making":[75],"process.":[76],"Advanced":[77],"algorithms":[79],"proposed":[81,117],"cross-selection":[84],"set,":[85],"such":[86],"as":[87],"Spearman":[88],"Kendall,":[90],"besides":[91],"dendrogram-based":[92],"analysis.":[94],"makes":[96],"solution":[98],"robust":[99,147],"for":[100,148],"designing":[101],"monitoring":[103],"modern":[104],"environments.":[106],"It":[107],"can":[108,119],"be":[109],"seen":[110],"from":[111],"experimental":[113],"results":[114],"that":[115],"framework":[118,136],"remove":[120],"redundancy":[121],"enhance":[123],"feature":[125,143],"interpretability,":[126],"scalability,":[127],"adaptability":[129],"domain-specific":[131],"requirements.":[133],"Furthermore,":[134],"proves":[137],"its":[138],"capturing":[141],"nonlinear":[142],"relationships,":[144],"making":[145],"it":[146],"real-world":[149],"applications.":[151]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-10-05T00:00:00"}