research
∙
08/22/2022
LEAPER: Fast and Accurate FPGA-based System Performance Prediction via Transfer Learning
Machine learning has recently gained traction as a way to overcome the s...
share
research
∙
07/19/2021
Accelerating Weather Prediction using Near-Memory Reconfigurable Fabric
Ongoing climate change calls for fast and accurate weather and climate m...
research
∙
06/11/2021
FPGA-Based Near-Memory Acceleration of Modern Data-Intensive Applications
Modern data-intensive applications demand high computation capabilities ...
research
∙
06/11/2021
Acceleration-as-a-μService: A Cloud-native Monte-Carlo Option Pricing Engine on CPUs, GPUs and Disaggregated FPGAs
The evolution of cloud applications into loosely-coupled microservices o...
research
∙
03/06/2021
EVEREST: A design environment for extreme-scale big data analytics on heterogeneous platforms
High-Performance Big Data Analytics (HPDA) applications are characterize...
research
∙
09/17/2020
NERO: A Near High-Bandwidth Memory Stencil Accelerator for Weather Prediction Modeling
Ongoing climate change calls for fast and accurate weather and climate m...
research
∙
04/20/2020
Agile Autotuning of a Transprecision Tensor Accelerator Overlay for TVM Compiler Stack
Specialized accelerators for tensor-operations, such as blocked-matrix o...
research
∙
04/02/2020