{"id":"https://openalex.org/W4410341677","doi":"https://doi.org/10.1109/icnc64010.2025.10994157","title":"Smartly Managing Traffic and Latency in a Content-Based data center using Modified Packet Headers, Machine Learning, Load Balancing, and Network Telemetry","display_name":"Smartly Managing Traffic and Latency in a Content-Based data center using Modified Packet Headers, Machine Learning, Load Balancing, and Network Telemetry","publication_year":2025,"publication_date":"2025-02-17","ids":{"openalex":"https://openalex.org/W4410341677","doi":"https://doi.org/10.1109/icnc64010.2025.10994157"},"language":"en","primary_location":{"id":"doi:10.1109/icnc64010.2025.10994157","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc64010.2025.10994157","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Computing, Networking and Communications (ICNC)","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/A5056933752","display_name":"Souryendu Das","orcid":null},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Souryendu Das","raw_affiliation_strings":["Texas A&#x0026;M University,Electrical and Computer Engineering"],"affiliations":[{"raw_affiliation_string":"Texas A&#x0026;M University,Electrical and Computer Engineering","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Andrew White","orcid":null},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew White","raw_affiliation_strings":["Texas A&#x0026;M University,Electrical and Computer Engineering"],"affiliations":[{"raw_affiliation_string":"Texas A&#x0026;M University,Electrical and Computer Engineering","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117535186","display_name":"Malcolm Lyn","orcid":null},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Malcolm Lyn","raw_affiliation_strings":["Texas A&#x0026;M University,Electrical and Computer Engineering"],"affiliations":[{"raw_affiliation_string":"Texas A&#x0026;M University,Electrical and Computer Engineering","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075480787","display_name":"Stavros Kalafatis","orcid":"https://orcid.org/0000-0002-7543-2479"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stavros Kalafatis","raw_affiliation_strings":["Texas A&#x0026;M University,Electrical and Computer Engineering"],"affiliations":[{"raw_affiliation_string":"Texas A&#x0026;M University,Electrical and Computer Engineering","institution_ids":["https://openalex.org/I91045830"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5056933752"],"corresponding_institution_ids":["https://openalex.org/I91045830"],"apc_list":null,"apc_paid":null,"fwci":1.3695,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81577229,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"162","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9496999979019165,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9496999979019165,"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":0.9429000020027161,"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":0.8006727695465088},{"id":"https://openalex.org/keywords/telemetry","display_name":"Telemetry","score":0.7666033506393433},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.6845144629478455},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6095908880233765},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5974319577217102},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.5660794377326965},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40566393733024597},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11577284336090088}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8006727695465088},{"id":"https://openalex.org/C183121708","wikidata":"https://www.wikidata.org/wiki/Q209867","display_name":"Telemetry","level":2,"score":0.7666033506393433},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6845144629478455},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6095908880233765},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5974319577217102},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.5660794377326965},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40566393733024597},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11577284336090088}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc64010.2025.10994157","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc64010.2025.10994157","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Computing, Networking and Communications (ICNC)","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":13,"referenced_works":["https://openalex.org/W1972827606","https://openalex.org/W1987764625","https://openalex.org/W2038718790","https://openalex.org/W2157990152","https://openalex.org/W2500120503","https://openalex.org/W2585401642","https://openalex.org/W2800023445","https://openalex.org/W2962953661","https://openalex.org/W3013480147","https://openalex.org/W3120859206","https://openalex.org/W3213274428","https://openalex.org/W4376619875","https://openalex.org/W4392404313"],"related_works":["https://openalex.org/W2070863773","https://openalex.org/W4212896802","https://openalex.org/W2503337970","https://openalex.org/W2056771637","https://openalex.org/W748047311","https://openalex.org/W2359918844","https://openalex.org/W2886166997","https://openalex.org/W112797016","https://openalex.org/W2954284861","https://openalex.org/W3036465205"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"SRLBA,":[3],"an":[4,110],"approach":[5],"for":[6,66,73],"optimizing":[7],"request":[8,114],"management":[9,115],"in":[10],"data":[11,97],"centers,":[12],"specifically":[13],"addressing":[14],"the":[15,117],"challenges":[16],"of":[17,119],"routing":[18,32],"and":[19,33,48,57,70,76,93,106,121],"load":[20],"balancing":[21],"within":[22,95],"server":[23,41],"racks.":[24],"Our":[25],"primary":[26],"objective":[27],"is":[28],"to":[29,54,113],"derive":[30],"efficient":[31],"load-balancing":[34],"decisions":[35],"that":[36],"mitigate":[37],"oversubscription,":[38],"ensuring":[39,91],"effective":[40],"utilization.":[42],"SRLBA":[43,86],"leverages":[44],"Software-Defined":[45],"Networking":[46],"(SDN)":[47],"established":[49],"Machine":[50],"Learning":[51],"(ML)":[52],"techniques":[53],"classify":[55],"packets":[56],"balance":[58],"traffic.":[59],"The":[60],"method":[61],"integrates":[62],"SDN-based":[63],"switches,":[64],"OpenFlow":[65],"packet":[67],"header":[68],"modification,":[69],"ML":[71,122],"algorithms":[72],"traffic":[74],"classification":[75],"workload":[77],"prediction.":[78],"Unlike":[79],"approaches":[80],"relying":[81],"on":[82],"reinforcement":[83],"learning":[84],"(RL),":[85],"exclusively":[87],"utilizes":[88],"supervised":[89],"learning,":[90],"efficiency":[92],"scalability":[94],"modern":[96],"center":[98],"environments.":[99],"We":[100],"demonstrate":[101],"SRLBA\u2019s":[102],"effectiveness":[103],"using":[104],"custom":[105],"public":[107],"datasets,":[108],"offering":[109],"innovative":[111],"solution":[112],"through":[116],"integration":[118],"SDN":[120],"technologies.":[123]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
