{"id":"https://openalex.org/W4387761025","doi":"https://doi.org/10.1109/ipccc59175.2023.10253834","title":"Machine Learning Load Balancing Algorithms in SDN-enabled Massive IoT Networks","display_name":"Machine Learning Load Balancing Algorithms in SDN-enabled Massive IoT Networks","publication_year":2023,"publication_date":"2023-10-18","ids":{"openalex":"https://openalex.org/W4387761025","doi":"https://doi.org/10.1109/ipccc59175.2023.10253834"},"language":"en","primary_location":{"id":"doi:10.1109/ipccc59175.2023.10253834","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipccc59175.2023.10253834","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Performance, Computing, and Communications Conference (IPCCC)","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/A5093089935","display_name":"Aaron Harbin","orcid":null},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Aaron Harbin","raw_affiliation_strings":["Kennesaw State University,Department of Computer Science,Marietta,GA,USA,30060"],"affiliations":[{"raw_affiliation_string":"Kennesaw State University,Department of Computer Science,Marietta,GA,USA,30060","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114092233","display_name":"K.C. Baldwin","orcid":null},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kane Baldwin","raw_affiliation_strings":["Kennesaw State University,Department of Computer Science,Marietta,GA,USA,30060"],"affiliations":[{"raw_affiliation_string":"Kennesaw State University,Department of Computer Science,Marietta,GA,USA,30060","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050155579","display_name":"Jui Mhatre","orcid":"https://orcid.org/0000-0002-5577-2222"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jui Mhatre","raw_affiliation_strings":["Kennesaw State University,Department of Computer Science,Marietta,GA,USA,30060"],"affiliations":[{"raw_affiliation_string":"Kennesaw State University,Department of Computer Science,Marietta,GA,USA,30060","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101748123","display_name":"Ahyoung Lee","orcid":"https://orcid.org/0000-0001-7467-3038"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahyoung Lee","raw_affiliation_strings":["Kennesaw State University,Department of Computer Science,Marietta,GA,USA,30060"],"affiliations":[{"raw_affiliation_string":"Kennesaw State University,Department of Computer Science,Marietta,GA,USA,30060","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056456617","display_name":"Hoseon Lee","orcid":"https://orcid.org/0000-0002-6190-6629"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hoseon Lee","raw_affiliation_strings":["Kennesaw State University,Department of Electrical and Computer Engineering,Marietta,GA,USA,30060"],"affiliations":[{"raw_affiliation_string":"Kennesaw State University,Department of Electrical and Computer Engineering,Marietta,GA,USA,30060","institution_ids":["https://openalex.org/I172980758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5093089935"],"corresponding_institution_ids":["https://openalex.org/I172980758"],"apc_list":null,"apc_paid":null,"fwci":0.4018,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62254347,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"202","last_page":"203"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9980999827384949,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9980999827384949,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9972000122070312,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9775999784469604,"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":0.8651074767112732},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.7845923900604248},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.7402138113975525},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5790491700172424},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5236751437187195},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5102708339691162},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4640101194381714},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.45215320587158203},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43872156739234924},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4279571771621704},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.34288325905799866},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33010226488113403},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3094030022621155},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.1631142497062683}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8651074767112732},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.7845923900604248},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.7402138113975525},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5790491700172424},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5236751437187195},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5102708339691162},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4640101194381714},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.45215320587158203},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43872156739234924},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4279571771621704},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.34288325905799866},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33010226488113403},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3094030022621155},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1631142497062683},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ipccc59175.2023.10253834","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipccc59175.2023.10253834","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Performance, Computing, and Communications Conference (IPCCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W3019625071","https://openalex.org/W3128775777","https://openalex.org/W3200277133","https://openalex.org/W3210348578","https://openalex.org/W4296991183","https://openalex.org/W4321787595","https://openalex.org/W6803523462"],"related_works":["https://openalex.org/W2171408034","https://openalex.org/W3003320923","https://openalex.org/W2106140982","https://openalex.org/W2883256816","https://openalex.org/W2152313554","https://openalex.org/W3092582874","https://openalex.org/W2065450024","https://openalex.org/W2278962595","https://openalex.org/W4244799386","https://openalex.org/W2098291939"],"abstract_inverted_index":{"The":[0],"Internet":[1],"of":[2,23,29,62,130,163],"Things":[3],"(IoT)":[4],"is":[5,41,50],"a":[6,20,26,38,60,143],"burgeoning":[7],"field":[8],"for":[9,80],"study":[10],"and":[11,18,66,75,98,104,120,147,166],"experimentation.":[12],"It":[13],"allows":[14],"users":[15],"to":[16,43,58,95,100,115],"create":[17],"receive":[19],"wide":[21],"bevy":[22],"information":[24],"from":[25],"massive":[27,105],"array":[28],"devices.":[30],"But":[31],"as":[32],"the":[33,128,155],"IoT":[34,56,89,106],"network":[35],"gets":[36],"denser,":[37],"load-balancing":[39],"algorithm":[40],"required":[42,53],"keep":[44],"itself":[45],"running":[46],"smoothly.":[47],"Load":[48],"Balancing":[49],"all":[51],"but":[52,91],"in":[54,123,161],"large":[55],"networks":[57,90],"avoid":[59],"part":[61],"servers":[63],"getting":[64],"overloaded":[65],"others":[67],"being":[68],"free.":[69],"Existing":[70],"solutions":[71,119],"show":[72,151],"both":[73],"heuristic":[74,135],"machine":[76,131,156],"learning":[77,132],"algorithms":[78,84,112,133,158],"designed":[79,138],"load":[81,108],"balancing.":[82,109],"Static":[83],"go":[85],"well":[86],"with":[87],"traditional":[88],"are":[92,159],"not":[93],"built":[94],"scale":[96],"dynamically":[97],"respond":[99],"loads.":[101],"Dynamic":[102],"heterogeneity":[103],"disrupt":[107],"Machine":[110],"learning-based":[111,157],"have":[113],"proven":[114],"give":[116],"better":[117,160],"scheduling":[118],"improve":[121],"performance":[122,129],"such":[124],"networks.":[125],"To":[126],"analyze":[127],"over":[134],"ones,":[136],"we":[137],"an":[139],"experimental":[140],"testbed":[141],"using":[142],"POX":[144],"SDN":[145],"controller":[146],"Mininet.":[148],"We":[149],"also":[150],"results":[152],"confirming":[153],"that":[154],"terms":[162],"packet":[164],"loss":[165],"response":[167],"time.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}