Customized Computing Research Center (ARC Lab) at Brown University

SCARIF is a tool to estimate the embodied carbon emissions of data center servers with accelerator hardware (GPUs, FPGAs, etc.)

DERCA is an accelerator tailored for real-time safety critical systems.

a framework for micro-second-scale NN inference on Versal ACAP

This repo is for DORA project.

AGILE: Lightweight and Efficient Asynchronous GPU-SSD Integration (SC25)

SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration (Full Paper Accepted in FPGA'24)

CHARM: Composing Heterogeneous Accelerators on Heterogeneous SoC Architecture

ARIES: An Agile MLIR-Based Compilation Flow for Reconfigurable Devices with AI Engines (FPGA 2025 Best Paper Nominee)

AccelLayer is an analytical tool based on the CHARM analytical model to analyze the latency of Transformer-based layers, targeting on VCK190 platform.