As modern GPU workloads grow in size and complexity, there is an ever-increasing demand
for GPU computational power. Emerging workloads contain hundreds or thousands of GPU …

The Register File (RF) is a critical structure in Graphics Processing Units (GPUs) responsible
for a large portion of the area and power. To simplify the architecture of the RF, it is …

The leakage power dissipation has become one of the major concerns with technology
scaling. The GPGPU register file has grown in size over last decade in order to support the …

Abstract Graphics Processing Units (GPUs) have become dominant accelerators for
Machine Learning (ML) and High-Performance Computing (HPC) applications due to their …

Graphics Processing Units (GPUs) employ large register files to accommodate all active
threads and accelerate context switching. Unfortunately, register files are a scalability …

Data prefetching, ie, the act of predicting application's future memory accesses and fetching
those that are not in the on-chip caches, is a well-known and widely-used approach to hide …

The graphics processing unit (GPU) became an undoubtedly important computing engine
for high-performance computing. With massive parallelism and easy programmability, GPU …

The massive parallelism provided by general-purpose GPUs (GPGPUs) possessing
numerous compute threads in their streaming multiprocessors (SMs) and enormous memory …

As modern GPU workloads become larger and more complex, there is an ever-increasing
demand for GPU computational power. Traditionally, GPUs have lacked generalized data …

To avoid immoderate power consumption, the chip industry has shifted away from high
performance single threaded designs to high throughput multi-threaded designs. Graphic …