{"id":"https://openalex.org/W4391779021","doi":"https://doi.org/10.1186/s13677-024-00603-1","title":"Dynamic routing optimization in software-defined networking based on a metaheuristic algorithm","display_name":"Dynamic routing optimization in software-defined networking based on a metaheuristic algorithm","publication_year":2024,"publication_date":"2024-02-13","ids":{"openalex":"https://openalex.org/W4391779021","doi":"https://doi.org/10.1186/s13677-024-00603-1"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-024-00603-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-024-00603-1","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-024-00603-1","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-024-00603-1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009301306","display_name":"Junyan Chen","orcid":"https://orcid.org/0000-0001-6516-9067"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junyan Chen","raw_affiliation_strings":["School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, 541004, China","School of Information and Communication, Guilin University of Electronic Technology, Guilin, 541004, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, 541004, China","institution_ids":["https://openalex.org/I5343935"]},{"raw_affiliation_string":"School of Information and Communication, Guilin University of Electronic Technology, Guilin, 541004, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066269840","display_name":"Wei Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Xiao","raw_affiliation_strings":["School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, 541004, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, 541004, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100320766","display_name":"Hongmei Zhang","orcid":"https://orcid.org/0000-0001-8394-6851"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongmei Zhang","raw_affiliation_strings":["School of Information and Communication, Guilin University of Electronic Technology, Guilin, 541004, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication, Guilin University of Electronic Technology, Guilin, 541004, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101045306","display_name":"Jiacheng Zuo","orcid":null},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiacheng Zuo","raw_affiliation_strings":["School of Computer Science and Technology, Soochow University, Suzhou, 215031, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Soochow University, Suzhou, 215031, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101862920","display_name":"Xinmei Li","orcid":null},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinmei Li","raw_affiliation_strings":["School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, 541004, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, 541004, China","institution_ids":["https://openalex.org/I5343935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5009301306"],"corresponding_institution_ids":["https://openalex.org/I5343935"],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":8.4792,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.98001907,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"13","issue":"1","first_page":null,"last_page":null},"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":0.994700014591217,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.992900013923645,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8048736453056335},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.7920840978622437},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5974892973899841},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.56662917137146},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5419384837150574},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.46442949771881104},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4631679952144623},{"id":"https://openalex.org/keywords/routing-algorithm","display_name":"Routing algorithm","score":0.4310157895088196},{"id":"https://openalex.org/keywords/search-based-software-engineering","display_name":"Search-based software engineering","score":0.42427897453308105},{"id":"https://openalex.org/keywords/parallel-metaheuristic","display_name":"Parallel metaheuristic","score":0.41249457001686096},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3966701030731201},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3813621997833252},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21118077635765076},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.1751159429550171},{"id":"https://openalex.org/keywords/software-design","display_name":"Software design","score":0.16535630822181702},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.11882036924362183},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.1068536639213562},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10454455018043518}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8048736453056335},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.7920840978622437},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5974892973899841},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.56662917137146},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5419384837150574},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.46442949771881104},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4631679952144623},{"id":"https://openalex.org/C2984173633","wikidata":"https://www.wikidata.org/wiki/Q22725","display_name":"Routing algorithm","level":4,"score":0.4310157895088196},{"id":"https://openalex.org/C139143892","wikidata":"https://www.wikidata.org/wiki/Q7441615","display_name":"Search-based software engineering","level":5,"score":0.42427897453308105},{"id":"https://openalex.org/C28767586","wikidata":"https://www.wikidata.org/wiki/Q7135006","display_name":"Parallel metaheuristic","level":4,"score":0.41249457001686096},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3966701030731201},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3813621997833252},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21118077635765076},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.1751159429550171},{"id":"https://openalex.org/C52913732","wikidata":"https://www.wikidata.org/wiki/Q857102","display_name":"Software design","level":4,"score":0.16535630822181702},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.11882036924362183},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.1068536639213562},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10454455018043518}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13677-024-00603-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-024-00603-1","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-024-00603-1","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e2c7071b47dd4ee39bb93520bed171f3","is_oa":true,"landing_page_url":"https://doaj.org/article/e2c7071b47dd4ee39bb93520bed171f3","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 13, Iss 1, Pp 1-18 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-024-00603-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-024-00603-1","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-024-00603-1","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1271893644","display_name":null,"funder_award_id":"2020GXNSFDA238001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1619043199","display_name":null,"funder_award_id":"2020KY05033","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"},{"id":"https://openalex.org/G1996103765","display_name":null,"funder_award_id":"2020GXNSFDA238001","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2802911279","display_name":null,"funder_award_id":"Young","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3065218323","display_name":null,"funder_award_id":"61861013","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4017709905","display_name":null,"funder_award_id":"2020KY05033","funder_id":"https://openalex.org/F4320327602","funder_display_name":"Middle-aged and Young Teachers' Basic Ability Promotion Project of Guangxi"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4468355845","display_name":null,"funder_award_id":"2020KY05033","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5854506774","display_name":null,"funder_award_id":"61861013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322768","display_name":"Natural Science Foundation of Guangxi Province","ror":null},{"id":"https://openalex.org/F4320327602","display_name":"Middle-aged and Young Teachers' Basic Ability Promotion Project of Guangxi","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4391779021.pdf"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W2525579820","https://openalex.org/W2898035736","https://openalex.org/W2907492528","https://openalex.org/W2912171350","https://openalex.org/W2920054549","https://openalex.org/W2921064717","https://openalex.org/W2944851425","https://openalex.org/W2977973695","https://openalex.org/W3016319868","https://openalex.org/W3033790559","https://openalex.org/W3036044602","https://openalex.org/W3088546124","https://openalex.org/W3104294226","https://openalex.org/W3106379731","https://openalex.org/W3117828107","https://openalex.org/W3119290417","https://openalex.org/W3120021301","https://openalex.org/W3163903840","https://openalex.org/W3168156488","https://openalex.org/W3185076117","https://openalex.org/W3197818567","https://openalex.org/W3199932228","https://openalex.org/W3204596854","https://openalex.org/W3215546779","https://openalex.org/W4205812038","https://openalex.org/W4206024757","https://openalex.org/W4248660807","https://openalex.org/W4307268190","https://openalex.org/W4313306321","https://openalex.org/W4315783508","https://openalex.org/W4367310368","https://openalex.org/W4382681439"],"related_works":["https://openalex.org/W1972392166","https://openalex.org/W2506540455","https://openalex.org/W1480600971","https://openalex.org/W2077160445","https://openalex.org/W4382044826","https://openalex.org/W4308112317","https://openalex.org/W4239450275","https://openalex.org/W4249244122","https://openalex.org/W2599165042","https://openalex.org/W2767123144"],"abstract_inverted_index":{"Abstract":[0],"Optimizing":[1],"resource":[2],"allocation":[3],"and":[4,26,31,125,173,189,221],"routing":[5,53,63,103,148,203,226],"to":[6,50,74,86,142,150,165,216,224],"satisfy":[7],"service":[8],"needs":[9],"is":[10,18,106],"paramount":[11],"in":[12,56,80],"large-scale":[13],"networks.":[14],"Software-defined":[15],"networking":[16],"(SDN)":[17],"a":[19,115,210],"new":[20],"network":[21,52,62,68,147,157,182,186,207],"paradigm":[22],"that":[23,201],"decouples":[24],"forwarding":[25],"control,":[27],"enabling":[28],"dynamic":[29],"management":[30],"configuration":[32],"through":[33],"programming,":[34],"which":[35],"provides":[36],"the":[37,57,109,133,138,143,146,152,167,170,181,185,194,202],"possibility":[38],"for":[39,100],"deploying":[40],"intelligent":[41,118],"control":[42],"algorithms":[43,220],"(such":[44],"as":[45],"deep":[46,217],"reinforcement":[47,218],"learning":[48,219],"algorithms)":[49],"solve":[51],"optimization":[54,64,119,123,163,187],"problems":[55],"network.":[58],"Although":[59],"these":[60],"intelligent-based":[61],"schemes":[65],"can":[66],"capture":[67],"state":[69],"characteristics,":[70],"they":[71],"are":[72],"prone":[73],"falling":[75],"into":[76],"local":[77],"optima,":[78],"resulting":[79],"poor":[81],"convergence":[82,127,176],"performance.":[83],"In":[84],"order":[85],"address":[87],"this":[88,90],"issue,":[89],"paper":[91],"proposes":[92],"an":[93,162],"African":[94,110],"Vulture":[95,111],"Routing":[96],"Optimization":[97,112],"(AVRO)":[98],"algorithm":[99,120,140,172,204],"achieving":[101],"SDN":[102],"optimization.":[104],"AVRO":[105],"based":[107],"on":[108],"Algorithm":[113],"(AVOA),":[114],"population-based":[116],"metaheuristic":[117],"with":[121,193,209],"global":[122],"ability":[124],"fast":[126],"speed":[128],"advantages.":[129],"First,":[130],"we":[131,160,179],"improve":[132],"population":[134],"initialization":[135],"method":[136],"of":[137,145,169,213],"AVOA":[139,171],"according":[141],"characteristics":[144],"problem":[149],"enhance":[151],"algorithm\u2019s":[153],"perception":[154],"capability":[155],"towards":[156],"topology.":[158],"Subsequently,":[159],"add":[161],"phase":[164],"strengthen":[166],"development":[168],"achieve":[174],"stable":[175],"effects.":[177],"Finally,":[178],"model":[180],"environment,":[183],"define":[184],"objective,":[188],"perform":[190],"comparative":[191],"experiments":[192],"baseline":[195],"algorithms.":[196],"The":[197],"experimental":[198],"results":[199],"demonstrate":[200],"has":[205],"better":[206],"awareness,":[208],"performance":[211],"improvement":[212],"16.9%":[214],"compared":[215,223],"71.8%":[222],"traditional":[225],"schemes.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":8}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}