Florent de Dinechin and Bogdan Pasca, "High-Performance Computing using FPGAs," Chapter, Reconfigurable Arithmetic for High Performance Computing, Springer, 2013.Vanderbauwhede, W., Benkrid, K. (eds.): High-Per
These bandwidth capabilities make Intel Stratix 10 MX FPGAs the essential multi-function accelerators for high-performance computing (HPC), data centers, network functions virtualization (NFV), and broadcast applications that require hardware accelerators to speed-up mass data movements and stream data ...
在过去的几年中,FPGA试图在高性能计算(high-performance computing ,HPC)和数据中心市场中发力。2017年,微软宣布在数据中心使用Altera FPGA,英特尔收购了Altera。2018年,Xilinx宣布了“数据中心优先”的战略,其CEO在分析师面前宣布,Xilinx不再是一家FPGA公司。这可能是一种轻微的戏剧化,但在历史上是有关联的。 高性能...
FPGA-Based High Performance Processing Boards & Systems & FPGA Application Development for High Performance Computing & Digital Signal Processing
[1] Large-Scale Reconfigurable Computing in a Microsoft Datacenter https://www.microsoft.com/en-us/research/wp-content/uploads/2014/06/HC26.12.520-Recon-Fabric-Pulnam-Microsoft-Catapult.pdf [2] A Reconfigurable Fabric for Accelerating L...
[1] Large-Scale Reconfigurable Computing in a Microsoft Datacenter https://www.microsoft.com/en-us/research/wp-content/uploads/2014/06/HC26.12.520-Recon-Fabric-Pulnam-Microsoft-Catapult.pdf [2] A Reconfigurable Fabric for Accelerating Large-Scale Datacenter Services, ISCA'14 https://www.microsoft...
如果使用 GPU 来加速,要想充分利用 GPU 的计算能力,batch size 就不能太小,延迟将高达毫秒量级。 使用FPGA 来加速的话,只需要微秒级的 PCIe 延迟(我们现在的 FPGA 是作为一块 PCIe 加速卡)。 未来Intel 推出通过 QPI 连接的 Xeon + FPGA 之后,CPU 和 FPGA 之间的延迟更可以降到 100 纳秒以下,跟访问主存...
参阅《用于基于 FGPA 的高性能计算的浮点数值数据流的带宽压缩(Bandwidth Compression of Floating-Point Numerical Data Streams for FPGA-Based High-Performance Computing)》:http://dl.acm.org/citation.cfm?id=3053688。 这种动态的架构敏捷性(architectural agility)很困难,几乎无法用其它任何方法实现。
参阅《用于基于 FGPA 的高性能计算的浮点数值数据流的带宽压缩(Bandwidth Compression of Floating-Point Numerical Data Streams for FPGA-Based High-Performance Computing)》:http://dl.acm.org/citation.cfm?id=3053688。 这种动态的架...
[2]https://www.eetasia.com/edge-computings-quantum-leap-advantech-high-performance-edge-computing-solution-accelerates-edge-evolution/ [3]https://community.amd.com/t5/adaptive-computing/amd-unveils-industry-first-fpgas-and-adaptive-socs-conforming-to/ba-p/658953 ...