research
∙
11/22/2022
Utopia: Efficient Address Translation using Hybrid Virtual-to-Physical Address Mapping
The conventional virtual-to-physical address mapping scheme enables a vi...
share
research
∙
09/01/2022
Hermes: Accelerating Long-Latency Load Requests via Perceptron-Based Off-Chip Load Prediction
Long-latency load requests continue to limit the performance of high-per...
research
∙
07/27/2022
Sectored DRAM: An Energy-Efficient High-Throughput and Practical Fine-Grained DRAM Architecture
There are two major sources of inefficiency in computing systems that us...
research
∙
05/15/2022
Sibyl: Adaptive and Extensible Data Placement in Hybrid Storage Systems Using Online Reinforcement Learning
Hybrid storage systems (HSS) use multiple different storage devices to p...
research
∙
12/28/2021
Casper: Accelerating Stencil Computation using Near-cache Processing
Stencil computation is one of the most used kernels in a wide variety of...
research
∙
09/24/2021
Pythia: A Customizable Hardware Prefetching Framework Using Online Reinforcement Learning
Past research has proposed numerous hardware prefetching techniques, mos...
research
∙
04/11/2021
BurstLink: Techniques for Energy-Efficient Conventional and Virtual Reality Video Display
Conventional planar video streaming is the most popular application in m...
research
∙
11/23/2020
Proximu: Efficiently Scaling DNN Inference in Multi-core CPUs through Near-Cache Compute
Deep Neural Network (DNN) inference is emerging as the fundamental bedro...
research
∙
10/07/2019