{"id":"https://openalex.org/W4408861813","doi":"https://doi.org/10.1109/icce63647.2025.10930204","title":"Enhancing AI Backend Network with Dynamic Load Balancing Using Open Source Network Operation System SONiC","display_name":"Enhancing AI Backend Network with Dynamic Load Balancing Using Open Source Network Operation System SONiC","publication_year":2025,"publication_date":"2025-01-11","ids":{"openalex":"https://openalex.org/W4408861813","doi":"https://doi.org/10.1109/icce63647.2025.10930204"},"language":"en","primary_location":{"id":"doi:10.1109/icce63647.2025.10930204","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce63647.2025.10930204","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Consumer Electronics (ICCE)","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/A5116806232","display_name":"Cecilia Marie","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108985","display_name":"Bellevue Hospital Center","ror":"https://ror.org/01ky34z31","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283621791","https://openalex.org/I4210086933","https://openalex.org/I4210108985"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cecilia Marie","raw_affiliation_strings":["Abrahamsson Edgecore Networks,Bellevue,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Abrahamsson Edgecore Networks,Bellevue,USA","institution_ids":["https://openalex.org/I4210108985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107849353","display_name":"S. C. Lin","orcid":"https://orcid.org/0009-0000-9958-2204"},"institutions":[{"id":"https://openalex.org/I4210107330","display_name":"Powertech Technology (Taiwan)","ror":"https://ror.org/01c7pa495","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210107330"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sian-Jing Lin","raw_affiliation_strings":["Edgecore Networks,Hsinchu,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Edgecore Networks,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I4210107330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083650652","display_name":"Ming-Sian Lin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ming-Sian Lin","raw_affiliation_strings":["Edgecore Networks,Tainan,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Edgecore Networks,Tainan,Taiwan","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wei Hung Kuo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107330","display_name":"Powertech Technology (Taiwan)","ror":"https://ror.org/01c7pa495","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210107330"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wei Hung Kuo","raw_affiliation_strings":["Edgecore Networks,Hsinchu,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Edgecore Networks,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I4210107330"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029579824","display_name":"Mingshou Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107330","display_name":"Powertech Technology (Taiwan)","ror":"https://ror.org/01c7pa495","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210107330"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Mingshou Liu","raw_affiliation_strings":["Edgecore Networks,Hsinchu,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Edgecore Networks,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I4210107330"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07012208,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.7587000131607056,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.7587000131607056,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.7226999998092651,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10829","display_name":"Interconnection Networks and Systems","score":0.6444000005722046,"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":0.709859311580658},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.6196816563606262},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.5104026198387146},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3386845588684082},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.20888283848762512},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.07319620251655579}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.709859311580658},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.6196816563606262},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.5104026198387146},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3386845588684082},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.20888283848762512},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.07319620251655579},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce63647.2025.10930204","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce63647.2025.10930204","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2498764059","https://openalex.org/W2901055260"],"related_works":["https://openalex.org/W3004117068","https://openalex.org/W2043284556","https://openalex.org/W3175372827","https://openalex.org/W2488220206","https://openalex.org/W2146301767","https://openalex.org/W191730236","https://openalex.org/W4384948837","https://openalex.org/W4312680855","https://openalex.org/W3191990038","https://openalex.org/W1524016490"],"abstract_inverted_index":{"This":[0],"paper":[1],"evaluates":[2],"dynamic":[3],"load":[4,51],"balancing":[5],"(DLB)":[6],"with":[7],"the":[8],"open-source":[9],"network":[10,26,71],"operating":[11],"system":[12],"SONiC":[13],"to":[14,44,78],"enhance":[15],"AI":[16,84],"backend":[17],"networks.":[18],"Our":[19],"experiments":[20],"demonstrate":[21],"that":[22,64],"DLB":[23,53,68],"significantly":[24],"improves":[25],"utilization,":[27],"reducing":[28],"link":[29],"imbalance":[30],"by":[31,42],"as":[32,34],"much":[33],"26%":[35],"in":[36,46,69],"undersubscribed":[37],"topologies":[38],"and":[39,82],"increasing":[40],"bandwidth":[41],"up":[43],"25%":[45],"all2all":[47],"operations.":[48],"By":[49],"optimizing":[50],"distribution,":[52],"provides":[54],"a":[55,79],"critical":[56],"advantage":[57],"for":[58],"AI-driven":[59],"environments.":[60],"The":[61],"findings":[62],"suggest":[63],"further":[65],"exploration":[66],"of":[67],"diverse":[70],"configurations":[72],"could":[73],"maximize":[74],"its":[75],"benefits,":[76],"contributing":[77],"more":[80],"efficient":[81],"reliable":[83],"infrastructure.":[85]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
