{"title":"Nvidia数据中心处理单元(DPU)架构","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":"{\"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}","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
摘要
NVIDIA DPU使得数据中心的新单元计算CPU再也不能做一切必须卸载和隔离服务器基础设施任务DPU有效DPU必须提供硬件加速和安全隔离等使DPU有效,需要开发广泛的软件生态系统利用硬件加速在各种各样的学科(例如HPC, AI /毫升,存储、网络、安全)——DOCA NVIDIA DPU & DOCA堆栈是一个计算平台,丰富优化适合人工智能,裸机云、云超级计算、存储、游戏、5G无线等等，英伟达每一代都致力于线速性能。
Nvidia Data Center Processing Unit (DPU) Architecture
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.
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