{"title":"Nvidia Data Center Processing Unit (DPU) Architecture","authors":"Idan Burstein","doi":"10.1109/HCS52781.2021.9567066","DOIUrl":null,"url":null,"abstract":"NVIDIA DPU Enables the Data Center as the New Unit of Computing The CPU can no longer do it all Must offload & isolate server infrastructure tasks to a DPU Effective DPU must offer hardware acceleration and security isolation To enable such effective DPU, need to develop broad software eco-system to utilize hardware acceleration across variety of disciplines (e.g. HPC, AI/ML, Storage, Networking, Security) - DOCA NVIDIA DPU & DOCA is a computing platform with rich stack optimized ideal for AI, bare metal cloud, cloud supercomputing, storage, gaming, 5G wireless, and more NVIDIA is committed to line rate performance every generation.","PeriodicalId":246531,"journal":{"name":"2021 IEEE Hot Chips 33 Symposium (HCS)","volume":"78 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"34","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE Hot Chips 33 Symposium (HCS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/HCS52781.2021.9567066","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 34
Abstract
NVIDIA DPU Enables the Data Center as the New Unit of Computing The CPU can no longer do it all Must offload & isolate server infrastructure tasks to a DPU Effective DPU must offer hardware acceleration and security isolation To enable such effective DPU, need to develop broad software eco-system to utilize hardware acceleration across variety of disciplines (e.g. HPC, AI/ML, Storage, Networking, Security) - DOCA NVIDIA DPU & DOCA is a computing platform with rich stack optimized ideal for AI, bare metal cloud, cloud supercomputing, storage, gaming, 5G wireless, and more NVIDIA is committed to line rate performance every generation.