Programming and synthesis for software-defined FPGA acceleration: status and future prospects
FPGA-based accelerators are increasingly popular across a broad range of applications,
because they offer massive parallelism, high energy efficiency, and great flexibility for …
because they offer massive parallelism, high energy efficiency, and great flexibility for …
NERO: A near high-bandwidth memory stencil accelerator for weather prediction modeling
G Singh, D Diamantopoulos… - … Conference on Field …, 2020 - ieeexplore.ieee.org
Ongoing climate change calls for fast and accurate weather and climate modeling. However,
when solving large-scale weather prediction simulations, state-of-the-art CPU and GPU …
when solving large-scale weather prediction simulations, state-of-the-art CPU and GPU …
Casper: Accelerating stencil computations using near-cache processing
Stencil computations are commonly used in a wide variety of scientific applications, ranging
from large-scale weather prediction to solving partial differential equations. Stencil …
from large-scale weather prediction to solving partial differential equations. Stencil …
Extending high-level synthesis for task-parallel programs
C/C++/OpenCL-based high-level synthesis (HLS) becomes more and more popular for field-
programmable gate array (FPGA) accelerators in many application domains in recent years …
programmable gate array (FPGA) accelerators in many application domains in recent years …
Accelerating weather prediction using near-memory reconfigurable fabric
Ongoing climate change calls for fast and accurate weather and climate modeling. However,
when solving large-scale weather prediction simulations, state-of-the-art CPU and GPU …
when solving large-scale weather prediction simulations, state-of-the-art CPU and GPU …
SPARTA: spatial acceleration for efficient and scalable horizontal diffusion weather stencil computation
Fast and accurate climate simulations and weather predictions are critical for understanding
and preparing for the impact of climate change. Real-world climate and weather simulations …
and preparing for the impact of climate change. Real-world climate and weather simulations …
使用HLS 开发FPGA 异构加速系统: 问题, 优化方法和机遇.
徐诚， 郭进阳， 李超， 王靖， 汪陶磊… - Journal of Frontiers of …, 2023 - search.ebscohost.com
目前, 现场可编程门阵列(field programmable gate array, FPGA) 由于可编程性与出色的能效比
受到了学术界与工业界的青睐, 但是传统的基于硬件描述语言的FPGA 开发方式面临编程挑战 …
受到了学术界与工业界的青睐, 但是传统的基于硬件描述语言的FPGA 开发方式面临编程挑战 …
LEAPER: Fast and Accurate FPGA-based System Performance Prediction via Transfer Learning
G Singha, D Diamantopoulosb… - 2022 IEEE 40th …, 2022 - ieeexplore.ieee.org
Machine learning has recently gained traction as a way to overcome the slow accelerator
generation and implementation process on an FPGA. It can be used to build performance …
generation and implementation process on an FPGA. It can be used to build performance …
Skew-oblivious data routing for data intensive applications on FPGAs with HLS
FPGAs have become emerging computing infrastructures for accelerating applications in
datacenters. Meanwhile, high-level synthesis (HLS) tools have been proposed to ease the …
datacenters. Meanwhile, high-level synthesis (HLS) tools have been proposed to ease the …
[HTML][HTML] A cross-platform OpenVX library for FPGA accelerators
FPGAs are an excellent platform to implement computer vision applications, since these
applications tend to offer a high level of parallelism with many data-independent operations …
applications tend to offer a high level of parallelism with many data-independent operations …