{"id":"https://openalex.org/W3132467671","doi":"https://doi.org/10.1145/3459955.3460617","title":"SO-KDN: A Self-Organised Knowledge Defined Networks Architecture for Reliable Routing","display_name":"SO-KDN: A Self-Organised Knowledge Defined Networks Architecture for Reliable Routing","publication_year":2021,"publication_date":"2021-03-17","ids":{"openalex":"https://openalex.org/W3132467671","doi":"https://doi.org/10.1145/3459955.3460617","mag":"3132467671"},"language":"en","primary_location":{"id":"doi:10.1145/3459955.3460617","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3459955.3460617","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 The 4th International Conference on Information Science and Systems","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/A5014411234","display_name":"Saptarshi Gosh","orcid":null},"institutions":[{"id":"https://openalex.org/I28257850","display_name":"London South Bank University","ror":"https://ror.org/02vwnat91","country_code":"GB","type":"education","lineage":["https://openalex.org/I28257850"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Saptarshi Gosh","raw_affiliation_strings":["London South Bank University, UK"],"affiliations":[{"raw_affiliation_string":"London South Bank University, UK","institution_ids":["https://openalex.org/I28257850"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041042697","display_name":"Brahim El Boudani","orcid":"https://orcid.org/0000-0001-5097-5808"},"institutions":[{"id":"https://openalex.org/I28257850","display_name":"London South Bank University","ror":"https://ror.org/02vwnat91","country_code":"GB","type":"education","lineage":["https://openalex.org/I28257850"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Brahim EL Boudani","raw_affiliation_strings":["London South Bank University, UK"],"affiliations":[{"raw_affiliation_string":"London South Bank University, UK","institution_ids":["https://openalex.org/I28257850"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009483316","display_name":"Tasos Dagiuklas","orcid":"https://orcid.org/0000-0002-8101-1208"},"institutions":[{"id":"https://openalex.org/I28257850","display_name":"London South Bank University","ror":"https://ror.org/02vwnat91","country_code":"GB","type":"education","lineage":["https://openalex.org/I28257850"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tasos Dagiuklas","raw_affiliation_strings":["London South Bank University, UK"],"affiliations":[{"raw_affiliation_string":"London South Bank University, UK","institution_ids":["https://openalex.org/I28257850"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074431197","display_name":"Muddesar Iqbal","orcid":"https://orcid.org/0000-0002-8438-6726"},"institutions":[{"id":"https://openalex.org/I28257850","display_name":"London South Bank University","ror":"https://ror.org/02vwnat91","country_code":"GB","type":"education","lineage":["https://openalex.org/I28257850"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Muddesar Iqbal","raw_affiliation_strings":["London South Bank University, UK"],"affiliations":[{"raw_affiliation_string":"London South Bank University, UK","institution_ids":["https://openalex.org/I28257850"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5014411234"],"corresponding_institution_ids":["https://openalex.org/I28257850"],"apc_list":null,"apc_paid":null,"fwci":0.3056,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.56640568,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"160","last_page":"166"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9998000264167786,"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/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9998000264167786,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9993000030517578,"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":0.7414382100105286},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6423060297966003},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.6284922361373901},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5528954863548279},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.45254987478256226},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4025556445121765}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7414382100105286},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6423060297966003},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.6284922361373901},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5528954863548279},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45254987478256226},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4025556445121765},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3459955.3460617","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3459955.3460617","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 The 4th International Conference on Information Science and Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6399999856948853,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2105259763","https://openalex.org/W2128569883","https://openalex.org/W2291150993","https://openalex.org/W2471608469","https://openalex.org/W2532589578","https://openalex.org/W2759910885","https://openalex.org/W2809684781","https://openalex.org/W2891274509","https://openalex.org/W2915963806","https://openalex.org/W3100857292"],"related_works":["https://openalex.org/W2588198209","https://openalex.org/W1909006023","https://openalex.org/W4205824991","https://openalex.org/W3200723557","https://openalex.org/W2111375262","https://openalex.org/W4312713546","https://openalex.org/W1991205173","https://openalex.org/W2362195430","https://openalex.org/W2038503502","https://openalex.org/W2154356865"],"abstract_inverted_index":{"\u201cWhen":[0],"you":[1,8],"are":[2],"destined":[3],"for":[4,12,116],"an":[5,61,191],"important":[6],"appoint-ment,":[7],"would":[9],"obviously":[10],"opt":[11],"the":[13,19,70,92,103,125,138,198],"most":[14,199],"reliable":[15,200],"route":[16,204],"instead":[17],"of":[18,63,94,110,127,154,177,208],"shortest":[20],"in":[21,129,229],"order":[22],"to":[23,59,123,140,147,151,161,215],"be":[24,60,141],"well":[25],"prepared\u201d.":[26],"Modern":[27],"networking":[28,130],"is":[29,46,90,179],"presently":[30],"undergoing":[31],"through":[32],"a":[33,183,203,224],"quantum":[34],"leap.":[35],"To":[36],"cope":[37],"up":[38],"with":[39,77],"ambitious":[40],"demands":[41],"and":[42,52,74,87,144,190,217],"user":[43],"expectations,":[44],"it":[45,114,136],"becoming":[47,91],"more":[48,142],"complex":[49],"both":[50],"structurally":[51],"functionally.":[53],"Software":[54],"Defined":[55,186],"Networking":[56,164],"(SDN)":[57],"happens":[58],"instance":[62],"such":[64,84],"advancements.":[65],"It":[66],"has":[67,101,131],"significantly":[68],"leveraged":[69],"network":[71,82,139,212],"programmability,":[72],"abstraction,":[73],"automation.":[75],"Eventually,":[76],"acceptance":[78],"form":[79],"all":[80],"major":[81],"infrastructure":[83],"as":[85],"5G":[86],"Cloud,":[88],"SDN":[89,178],"standard":[93],"future":[95],"networking.":[96],"Likewise,":[97],"Machine":[98],"Learning":[99],"(ML)":[100],"become":[102],"trendiest":[104],"skill-in-demand":[105],"recently.":[106],"With":[107],"its":[108,155],"superiority":[109],"analyzing":[111],"data,":[112],"makes":[113],"applicable":[115],"almost":[117],"every":[118],"possible":[119],"domain.":[120],"The":[121],"attempt":[122],"applying":[124],"power":[126],"ML":[128],"not":[132],"been":[133],"too":[134],"long,":[135],"allows":[137],"intelligent":[143,192],"capable":[145],"enough":[146],"take":[148],"optimal":[149],"decisions":[150],"address":[152],"some":[153],"native":[156],"problems.":[157],"This":[158,210],"gives":[159],"rise":[160],"Self-":[162],"Organized":[163],"(SON).":[165],"In":[166],"this":[167],"article,":[168],"Routing":[169],"using":[170],"Deep":[171],"Neural":[172],"Network":[173,187],"(DNN)":[174],"on":[175],"top":[176],"addressed.":[180],"We":[181],"proposed":[182],"Self-organized":[184],"Knowledge":[185],"(SO-KDN)":[188],"architecture":[189],"routing":[193],"algorithm,":[194],"that":[195],"reactively":[196],"finds":[197],"route,":[201],"i.e.,":[202],"having":[205],"least":[206],"probability":[207],"fluctuation.":[209],"reduces":[211],"overhead":[213],"due":[214],"re-routing":[216],"optimizes":[218],"traffic":[219],"congestion.":[220],"Experimental":[221],"data":[222],"show":[223],"mean":[225],"90%":[226],"accurate":[227],"forecast":[228],"reliability":[230],"prediction.":[231]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2021-03-01T00:00:00"}
