pvFPGA:在半虚拟化环境中访问基于fpga的硬件加速器

Wei Wang, M. Bolic, J. Parri
{"title":"pvFPGA:在半虚拟化环境中访问基于fpga的硬件加速器","authors":"Wei Wang, M. Bolic, J. Parri","doi":"10.1109/CODES-ISSS.2013.6658997","DOIUrl":null,"url":null,"abstract":"In this paper we present pvFPGA, the first system design solution for virtualizing an FPGA-based hardware accelerator on the x86 platform. Our design adopts the Xen virtual machine monitor (VMM) to build a paravirtualized environment, and a Xilinx Virtex-6 as an FPGA accelerator. The accelerator communicates with the x86 server via PCI Express (PCIe). In comparison to the recent accelerator virtualization solutions which primarily intercept and redirect API calls to the hosted or privileged domain's user space, pvFPGA virtualizes an FPGA accelerator directly at the lower device driver level. This gives rise to higher efficiency and lower overhead. In pvFPGA, each unprivileged domain allocates a shared data pool for both user-kernel and inter-domain data transfer. In addition, we propose a new component, the coprovisor, which enables multiple domains to simultaneously access an FPGA accelerator. The experimental results have shown that 1) pvFPGA achieves close-to-zero overhead compared to accessing the FPGA accelerator without the VMM layer, 2) the FPGA accelerator is successfully shared by multiple domains, and 3) distributing different maximum data transfer bandwidths to different domains is achieved by regulating the size of the shared data pool at the split driver loading time.","PeriodicalId":163484,"journal":{"name":"2013 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"62","resultStr":"{\"title\":\"pvFPGA: Accessing an FPGA-based hardware accelerator in a paravirtualized environment\",\"authors\":\"Wei Wang, M. Bolic, J. Parri\",\"doi\":\"10.1109/CODES-ISSS.2013.6658997\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper we present pvFPGA, the first system design solution for virtualizing an FPGA-based hardware accelerator on the x86 platform. Our design adopts the Xen virtual machine monitor (VMM) to build a paravirtualized environment, and a Xilinx Virtex-6 as an FPGA accelerator. The accelerator communicates with the x86 server via PCI Express (PCIe). In comparison to the recent accelerator virtualization solutions which primarily intercept and redirect API calls to the hosted or privileged domain's user space, pvFPGA virtualizes an FPGA accelerator directly at the lower device driver level. This gives rise to higher efficiency and lower overhead. In pvFPGA, each unprivileged domain allocates a shared data pool for both user-kernel and inter-domain data transfer. In addition, we propose a new component, the coprovisor, which enables multiple domains to simultaneously access an FPGA accelerator. The experimental results have shown that 1) pvFPGA achieves close-to-zero overhead compared to accessing the FPGA accelerator without the VMM layer, 2) the FPGA accelerator is successfully shared by multiple domains, and 3) distributing different maximum data transfer bandwidths to different domains is achieved by regulating the size of the shared data pool at the split driver loading time.\",\"PeriodicalId\":163484,\"journal\":{\"name\":\"2013 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS)\",\"volume\":\"2 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-09-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"62\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CODES-ISSS.2013.6658997\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CODES-ISSS.2013.6658997","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 62

摘要

在本文中,我们提出了pvFPGA,这是在x86平台上虚拟化基于fpga的硬件加速器的第一个系统设计方案。本设计采用Xen虚拟机监视器(VMM)构建半虚拟化环境,采用Xilinx Virtex-6作为FPGA加速器。加速器通过PCIe (PCI Express)与x86服务器通信。最近的加速器虚拟化解决方案主要拦截和重定向API调用到托管或特权域的用户空间,与之相比,pvFPGA直接在较低的设备驱动程序级别虚拟化FPGA加速器。这提高了效率,降低了开销。在pvFPGA中,每个非特权域为用户内核和域间数据传输分配一个共享数据池。此外,我们提出了一个新的组件,协提供器,它使多个域能够同时访问FPGA加速器。实验结果表明:1)与没有VMM层访问FPGA加速器相比,pvFPGA实现了接近于零的开销;2)FPGA加速器被多个域成功共享;3)在分割驱动加载时,通过调节共享数据池的大小,实现了不同域分配不同的最大数据传输带宽。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
pvFPGA: Accessing an FPGA-based hardware accelerator in a paravirtualized environment
In this paper we present pvFPGA, the first system design solution for virtualizing an FPGA-based hardware accelerator on the x86 platform. Our design adopts the Xen virtual machine monitor (VMM) to build a paravirtualized environment, and a Xilinx Virtex-6 as an FPGA accelerator. The accelerator communicates with the x86 server via PCI Express (PCIe). In comparison to the recent accelerator virtualization solutions which primarily intercept and redirect API calls to the hosted or privileged domain's user space, pvFPGA virtualizes an FPGA accelerator directly at the lower device driver level. This gives rise to higher efficiency and lower overhead. In pvFPGA, each unprivileged domain allocates a shared data pool for both user-kernel and inter-domain data transfer. In addition, we propose a new component, the coprovisor, which enables multiple domains to simultaneously access an FPGA accelerator. The experimental results have shown that 1) pvFPGA achieves close-to-zero overhead compared to accessing the FPGA accelerator without the VMM layer, 2) the FPGA accelerator is successfully shared by multiple domains, and 3) distributing different maximum data transfer bandwidths to different domains is achieved by regulating the size of the shared data pool at the split driver loading time.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信