{"id":"https://openalex.org/W4405935855","doi":"https://doi.org/10.1109/itnac62915.2024.10815309","title":"Evolution of Data Center Design to Handle AI Workloads","display_name":"Evolution of Data Center Design to Handle AI Workloads","publication_year":2024,"publication_date":"2024-11-27","ids":{"openalex":"https://openalex.org/W4405935855","doi":"https://doi.org/10.1109/itnac62915.2024.10815309"},"language":"en","primary_location":{"id":"doi:10.1109/itnac62915.2024.10815309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itnac62915.2024.10815309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 34th International Telecommunication Networks and Applications Conference (ITNAC)","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/A5062440586","display_name":"Tapas K. Das Gupta","orcid":"https://orcid.org/0000-0001-6437-6320"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Tushar Gupta","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5062440586"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4565,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.88078033,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9478999972343445,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9478999972343445,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9039000272750854,"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":0.7052371501922607},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.6096982359886169},{"id":"https://openalex.org/keywords/center","display_name":"Center (category theory)","score":0.5971156358718872},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.28014877438545227}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7052371501922607},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.6096982359886169},{"id":"https://openalex.org/C2779463800","wikidata":"https://www.wikidata.org/wiki/Q5062222","display_name":"Center (category theory)","level":2,"score":0.5971156358718872},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.28014877438545227},{"id":"https://openalex.org/C8010536","wikidata":"https://www.wikidata.org/wiki/Q160398","display_name":"Crystallography","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itnac62915.2024.10815309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itnac62915.2024.10815309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 34th International Telecommunication Networks and Applications Conference (ITNAC)","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":17,"referenced_works":["https://openalex.org/W1979709356","https://openalex.org/W1999103862","https://openalex.org/W2063347653","https://openalex.org/W2091014415","https://openalex.org/W2101326083","https://openalex.org/W2130531694","https://openalex.org/W2440033994","https://openalex.org/W2785324822","https://openalex.org/W2903960423","https://openalex.org/W3047357290","https://openalex.org/W4285267028","https://openalex.org/W4312899083","https://openalex.org/W4388479156","https://openalex.org/W6756580189","https://openalex.org/W6758283263","https://openalex.org/W6776283548","https://openalex.org/W6854838534"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2379482911","https://openalex.org/W2645858920"],"abstract_inverted_index":{"Large":[0],"Language":[1],"Model":[2],"(LLM)":[3],"training":[4,101],"differs":[5],"significantly":[6],"from":[7],"traditional":[8],"computing":[9],"tasks,":[10],"presenting":[11],"unique":[12],"challenges":[13,42,107],"for":[14,99,115,136,145],"data":[15,48,117,143],"center":[16,118],"design.":[17],"This":[18,123],"computationally":[19],"intensive":[20],"workload":[21],"demands":[22],"low":[23],"latency,":[24],"high":[25,74],"throughput,":[26],"and":[27,57,67,84,96,138],"lossless":[28],"network":[29],"operations.":[30],"We":[31,72],"present":[32],"an":[33],"analysis":[34,104],"of":[35,93,130],"networking":[36,76],"solutions":[37,77,89],"designed":[38],"to":[39,126],"address":[40],"these":[41,110],"in":[43,108,120],"Artificial":[44],"Intelligence":[45],"(AI)":[46],"focused":[47],"centers.":[49],"Our":[50,103],"approach":[51],"leverages":[52],"High":[53],"Performance":[54],"Computing":[55],"tools":[56],"protocols,":[58],"including":[59],"Remote":[60],"Direct":[61],"Memory":[62],"Access":[63],"(RDMA),":[64],"InfiniBand":[65],"(IB),":[66],"Priority-based":[68],"Flow":[69],"Control":[70],"(PFC).":[71],"examine":[73],"performance":[75],"such":[78],"as":[79],"RoCEv2,":[80],"GPU":[81],"Cluster":[82],"Design,":[83],"Rail":[85],"Optimized":[86],"Design.":[87],"These":[88],"effectively":[90],"mitigate":[91],"issues":[92],"packet":[94],"loss":[95],"congestion,":[97],"crucial":[98],"LLM":[100,121],"environments.":[102],"reveals":[105],"potential":[106],"implementing":[109],"solutions,":[111],"providing":[112],"valuable":[113],"insights":[114],"optimizing":[116],"operations":[119],"training.":[122],"work":[124],"contributes":[125],"the":[127],"evolving":[128],"field":[129],"AI":[131,147],"infrastructure,":[132],"offering":[133],"a":[134],"roadmap":[135],"researchers":[137],"practitioners":[139],"developing":[140],"next":[141],"generation":[142],"centers":[144],"advanced":[146],"applications.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-08T15:41:06.802602","created_date":"2025-10-10T00:00:00"}
