{"id":"https://openalex.org/W4386266879","doi":"https://doi.org/10.1109/jiot.2023.3309832","title":"ILBPS: An Integrated Optimization Approach Based on Adaptive Load-Balancing and Heuristic Path Selection in SDN","display_name":"ILBPS: An Integrated Optimization Approach Based on Adaptive Load-Balancing and Heuristic Path Selection in SDN","publication_year":2023,"publication_date":"2023-08-29","ids":{"openalex":"https://openalex.org/W4386266879","doi":"https://doi.org/10.1109/jiot.2023.3309832"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2023.3309832","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3309832","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-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/A5045797274","display_name":"Z. Ye","orcid":"https://orcid.org/0009-0006-3084-2577"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongyu Ye","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0009-0006-3084-2577","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053945147","display_name":"Gang Sun","orcid":"https://orcid.org/0000-0002-2448-8915"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Sun","raw_affiliation_strings":["Key Laboratory of Optical Fiber Sensing and Communications, Ministry of Education, and the Agile and Intelligent Computing Key Laboratory of Sichuan Province, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-2448-8915","affiliations":[{"raw_affiliation_string":"Key Laboratory of Optical Fiber Sensing and Communications, Ministry of Education, and the Agile and Intelligent Computing Key Laboratory of Sichuan Province, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057916222","display_name":"Mohsen Guizani","orcid":"https://orcid.org/0000-0002-8972-8094"},"institutions":[{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohsen Guizani","raw_affiliation_strings":["Department of Machine Learning, Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE"],"raw_orcid":"https://orcid.org/0000-0002-8972-8094","affiliations":[{"raw_affiliation_string":"Department of Machine Learning, Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4210113480"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1584,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.92338688,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"11","issue":"4","first_page":"6144","last_page":"6157"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9987999796867371,"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":0.9987999796867371,"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/T10767","display_name":"Advanced Photonic Communication Systems","score":0.982200026512146,"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/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9732000231742859,"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":0.8462933897972107},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.7379530668258667},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.6366820931434631},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5193911194801331},{"id":"https://openalex.org/keywords/payload","display_name":"Payload (computing)","score":0.49460145831108093},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.47388049960136414},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.439159095287323},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.41507595777511597},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3261473774909973},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25522637367248535},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12462255358695984}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8462933897972107},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.7379530668258667},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.6366820931434631},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5193911194801331},{"id":"https://openalex.org/C134066672","wikidata":"https://www.wikidata.org/wiki/Q1424639","display_name":"Payload (computing)","level":3,"score":0.49460145831108093},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.47388049960136414},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.439159095287323},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.41507595777511597},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3261473774909973},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25522637367248535},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12462255358695984},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2023.3309832","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3309832","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G1589913989","display_name":null,"funder_award_id":"2021YFB3101000","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W2045971033","https://openalex.org/W2079735306","https://openalex.org/W2086258679","https://openalex.org/W2462251952","https://openalex.org/W2501514717","https://openalex.org/W2550252820","https://openalex.org/W2888050357","https://openalex.org/W2891768968","https://openalex.org/W2951128379","https://openalex.org/W2963432161","https://openalex.org/W2969984724","https://openalex.org/W3003332891","https://openalex.org/W3003822893","https://openalex.org/W3004154416","https://openalex.org/W3008459852","https://openalex.org/W3008643592","https://openalex.org/W3011979404","https://openalex.org/W3019817166","https://openalex.org/W3023201705","https://openalex.org/W3033790559","https://openalex.org/W3038841078","https://openalex.org/W3103263926","https://openalex.org/W3127161477","https://openalex.org/W3137727310","https://openalex.org/W3139214788","https://openalex.org/W3155850544","https://openalex.org/W3159459050","https://openalex.org/W3161992408","https://openalex.org/W3163734136","https://openalex.org/W3167002002","https://openalex.org/W3183445220","https://openalex.org/W3188971569","https://openalex.org/W3198143421","https://openalex.org/W3198861897","https://openalex.org/W3202389660","https://openalex.org/W4205756562","https://openalex.org/W4212790426","https://openalex.org/W4212989058","https://openalex.org/W4213431675","https://openalex.org/W4226312077","https://openalex.org/W4281673375","https://openalex.org/W4283709326","https://openalex.org/W4285548003","https://openalex.org/W4286520503","https://openalex.org/W4287889326","https://openalex.org/W4383900343","https://openalex.org/W6795882241","https://openalex.org/W6810637551"],"related_works":["https://openalex.org/W1535080110","https://openalex.org/W306312984","https://openalex.org/W857189463","https://openalex.org/W4288094128","https://openalex.org/W2979675132","https://openalex.org/W2790520092","https://openalex.org/W4306309337","https://openalex.org/W2312786236","https://openalex.org/W20648474","https://openalex.org/W4285338599"],"abstract_inverted_index":{"Load-balancing":[0],"and":[1,55,82,100,107,124,141,202,228],"path":[2,56,84,152],"selection":[3,57,153],"optimization":[4,10,38,58,75],"are":[5,179],"efficient":[6],"solutions":[7],"to":[8,52,59,93,119,131,163,170,181],"network":[9,17,62,97,128,201],"problems.":[11],"Since":[12],"the":[13,61,102,121,125,133,138,143,146,157,165,182,187,199,209,216,220],"emergence":[14],"of":[15,145,189,225],"software-defined":[16],"(SDN),":[18],"more":[19],"research":[20],"in":[21,68,223],"these":[22,32,66,176],"directions":[23],"appears":[24],"because":[25],"SDN":[26],"provides":[27],"a":[28,41,48,113,150],"better":[29],"environment":[30,196],"for":[31],"topics.":[33],"However,":[34],"some":[35],"current":[36],"load-balancing":[37,54,81,229],"methods":[39],"take":[40],"conventional":[42],"approach.":[43],"Moreover,":[44],"we":[45,71,111,148,192],"only":[46],"find":[47],"few":[49],"works":[50],"attempting":[51],"combine":[53],"improve":[60],"performance.":[63],"To":[64,185],"address":[65],"problems,":[67],"this":[69,171],"article,":[70],"propose":[72],"an":[73,194],"integrated":[74],"approach":[76,154,207],"(ILBPS)":[77],"which":[78],"combines":[79],"adaptive":[80],"heuristic":[83,151],"selection.":[85],"ILBPS":[86,218],"first":[87],"uses":[88],"singular":[89],"spectrum":[90],"analysis":[91],"(SSA)":[92],"extract":[94],"information":[95],"from":[96],"traffic":[98],"data":[99,103,106,123,183],"divides":[101],"into":[104],"payload":[105,122],"noise":[108,134],"data.":[109,135],"Then,":[110],"use":[112],"deep":[114],"learning":[115],"model":[116,130],"(GCBAC":[117],"model)":[118],"predict":[120,132],"convolutional":[126],"neural":[127],"(CNN)":[129],"After":[136],"combining":[137],"predicted":[139],"results":[140,213],"calculating":[142],"weight":[144],"links,":[147],"design":[149],"based":[155,197],"on":[156,198],"artificial":[158],"bee":[159],"colony":[160],"(ABC)":[161],"algorithm":[162],"compute":[164],"optimal":[166,177],"path.":[167],"We":[168,204],"refer":[169],"method":[172],"as":[173],"ABC-SP.":[174],"Finally,":[175],"paths":[178],"sent":[180],"plane.":[184],"test":[186],"effectiveness":[188],"our":[190,206],"approach,":[191],"construct":[193],"experimental":[195],"G\u00c9ANT":[200],"SDN.":[203],"compare":[205],"with":[208],"existing":[210,221],"approaches.":[211],"Experimental":[212],"show":[214],"that":[215],"proposed":[217],"outperforms":[219],"approaches":[222],"terms":[224],"throughput,":[226],"jitter,":[227],"factor.":[230]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
