{"id":"https://openalex.org/W4239885533","doi":"https://doi.org/10.3906/elk-2104-182","title":"An effective prediction method for network state information in SD-WAN","display_name":"An effective prediction method for network state information in SD-WAN","publication_year":2021,"publication_date":"2021-07-04","ids":{"openalex":"https://openalex.org/W4239885533","doi":"https://doi.org/10.3906/elk-2104-182"},"language":"en","primary_location":{"id":"doi:10.3906/elk-2104-182","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-2104-182","pdf_url":"https://journals.tubitak.gov.tr/cgi/viewcontent.cgi?article=1017&context=elektrik","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Turkish Journal of Electrical Engineering and Computer Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://journals.tubitak.gov.tr/cgi/viewcontent.cgi?article=1017&context=elektrik","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090489906","display_name":"Erdal Akin","orcid":"https://orcid.org/0000-0002-2223-3927"},"institutions":[{"id":"https://openalex.org/I41055640","display_name":"Bitlis Eren University","ror":"https://ror.org/00mm4ys28","country_code":"TR","type":"education","lineage":["https://openalex.org/I41055640"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"ERDAL AKIN","raw_affiliation_strings":["Department of Computer Engineering, Bitlis Eren University, 13000 Bitlis, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Bitlis Eren University, 13000 Bitlis, Turkey","institution_ids":["https://openalex.org/I41055640"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093198092","display_name":"FERD\u0130 SARA\u00c7","orcid":null},"institutions":[{"id":"https://openalex.org/I175124709","display_name":"S\u00fcleyman Demirel University","ror":"https://ror.org/04fjtte88","country_code":"TR","type":"education","lineage":["https://openalex.org/I175124709"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"FERD\u0130 SARA\u00c7","raw_affiliation_strings":["Department of Computer Engineering, S\u00fcleyman Demirel University, 32260 Isparta, Turkey,"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, S\u00fcleyman Demirel University, 32260 Isparta, Turkey,","institution_ids":["https://openalex.org/I175124709"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086794415","display_name":"\u00d6mer Aslan","orcid":"https://orcid.org/0000-0003-0737-1966"},"institutions":[{"id":"https://openalex.org/I149717392","display_name":"Siirt \u00dcniversitesi","ror":"https://ror.org/05ptwtz25","country_code":"TR","type":"education","lineage":["https://openalex.org/I149717392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"\u00d6MER ASLAN","raw_affiliation_strings":["Department of Computer Engineering, Siirt University, 56100 Siirt, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Siirt University, 56100 Siirt, Turkey","institution_ids":["https://openalex.org/I149717392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5090489906"],"corresponding_institution_ids":["https://openalex.org/I41055640"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.26780004,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"30","issue":"1","first_page":"263","last_page":"278"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9994000196456909,"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":0.9994000196456909,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9860000014305115,"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/T10847","display_name":"Advanced Optical Network Technologies","score":0.9767000079154968,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7491339445114136},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.6617143154144287},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6254581809043884},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6139512658119202},{"id":"https://openalex.org/keywords/packet-loss","display_name":"Packet loss","score":0.6114030480384827},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6017217636108398},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.43821483850479126},{"id":"https://openalex.org/keywords/jitter","display_name":"Jitter","score":0.43353480100631714},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.42848679423332214},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.4128556251525879},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32102975249290466},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0775194764137268},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07205978035926819}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7491339445114136},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.6617143154144287},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6254581809043884},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6139512658119202},{"id":"https://openalex.org/C54108766","wikidata":"https://www.wikidata.org/wiki/Q391064","display_name":"Packet loss","level":3,"score":0.6114030480384827},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6017217636108398},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.43821483850479126},{"id":"https://openalex.org/C134652429","wikidata":"https://www.wikidata.org/wiki/Q1052698","display_name":"Jitter","level":2,"score":0.43353480100631714},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.42848679423332214},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.4128556251525879},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32102975249290466},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0775194764137268},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07205978035926819},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3906/elk-2104-182","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-2104-182","pdf_url":"https://journals.tubitak.gov.tr/cgi/viewcontent.cgi?article=1017&context=elektrik","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Turkish Journal of Electrical Engineering and Computer Sciences","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3906/elk-2104-182","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-2104-182","pdf_url":"https://journals.tubitak.gov.tr/cgi/viewcontent.cgi?article=1017&context=elektrik","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Turkish Journal of Electrical Engineering and Computer Sciences","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4239885533.pdf","grobid_xml":"https://content.openalex.org/works/W4239885533.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W637957720","https://openalex.org/W1507218727","https://openalex.org/W2040340473","https://openalex.org/W2110722699","https://openalex.org/W2147118406","https://openalex.org/W2150093579","https://openalex.org/W2163169902","https://openalex.org/W2398230795","https://openalex.org/W2522315197","https://openalex.org/W2550252820","https://openalex.org/W2803355176","https://openalex.org/W2886218786","https://openalex.org/W2889230014","https://openalex.org/W2891976309","https://openalex.org/W2900615845","https://openalex.org/W2910013602","https://openalex.org/W2910710584","https://openalex.org/W2948162966","https://openalex.org/W2955168531","https://openalex.org/W2956992248","https://openalex.org/W2965530325","https://openalex.org/W2976055076","https://openalex.org/W2980285097","https://openalex.org/W2981651338","https://openalex.org/W3015745041","https://openalex.org/W3022821609","https://openalex.org/W3046651544","https://openalex.org/W4231339499","https://openalex.org/W4235985599"],"related_works":["https://openalex.org/W2121182846","https://openalex.org/W2315668284","https://openalex.org/W2155789024","https://openalex.org/W2109491806","https://openalex.org/W3213608175","https://openalex.org/W2058044441","https://openalex.org/W2137811827","https://openalex.org/W2590022098","https://openalex.org/W3199712142","https://openalex.org/W2134402536"],"abstract_inverted_index":{"In":[0,86],"a":[1,7,181],"software-defined":[2],"wide":[3],"area":[4],"network":[5,40],"(SD-WAN),":[6],"logically":[8],"centralized":[9,49],"controller":[10,50,115,141,146,174,192,217],"is":[11,94,157],"responsible":[12],"for":[13,97,131],"computing":[14],"and":[15,27,38,116,140,175,202,219],"installing":[16],"paths":[17],"in":[18,68,78,151,169,199,211],"order":[19],"to":[20,82,105,120,147],"transfer":[21],"packets":[22],"among":[23],"geographically":[24],"distributed":[25],"locations":[26],"remote":[28],"users.":[29],"Accordingly,":[30],"this":[31],"would":[32],"necessitate":[33],"obtaining":[34,83],"the":[35,45,48,75,110,114,145,160,172,176,205],"global":[36],"view":[37],"dynamic":[39,182],"state":[41],"information":[42,54],"(NSI)":[43],"of":[44,58,99,213],"network.":[46],"Therefore,":[47],"periodically":[51],"collects":[52,166],"link-state":[53],"from":[55],"each":[56,59],"port":[57],"switch":[60],"at":[61],"fixed":[62],"time":[63],"periods.":[64,153],"While":[65],"collecting":[66,77,117,132,197],"NSI":[67,119,133,150,162,167,198,208],"short":[69],"periods":[70,80,201],"causes":[71],"protocol":[72,111,142],"overhead":[73],"on":[74,113,171],"controller,":[76],"longer":[79,152,200],"leads":[81],"inaccurate":[84],"NSI.":[85],"both":[87],"cases,":[88],"packet":[89,138,214],"losses":[90],"are":[91],"inevitable,":[92],"which":[93,165],"not":[95],"preferred":[96],"quality":[98],"service":[100],"(QoS).":[101],"Packet":[102],"loss":[103,139],"needs":[104],"be":[106],"reduced":[107],"by":[108,179,196],"minimizing":[109],"overload":[112],"accurate":[118,149],"provide":[121],"better":[122],"QoS.":[123,221],"This":[124],"work":[125],"proposes":[126],"an":[127],"effective":[128],"prediction":[129],"method":[130,156,210],"(PM-NSI)":[134],"that":[135,189],"significantly":[136],"reduces":[137,191],"load":[143,193],"allowing":[144],"collect":[148],"The":[154,185],"proposed":[155],"compared":[158],"against":[159],"existing":[161,206],"collection":[163,209],"method,":[164],"periodically,":[168],"use":[170],"RYU":[173],"Mininet":[177],"emulator":[178],"using":[180],"routing":[183],"algorithm.":[184],"test":[186],"results":[187],"indicated":[188],"PM-NSI":[190],"around":[194],"1000%":[195],"so":[203],"outperforms":[204],"periodic":[207],"terms":[212],"loss,":[215],"jitter,":[216],"load,":[218],"thus":[220]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}