Growing interest in graphics processing units has brought renewed attention to the Single
Instruction Multiple Data (SIMD) execution model. SIMD machines give application …

The popularity of general purpose Graphic Processing Unit (GPU) is largely attributed to the
tremendous concurrency enabled by its underlying architecture--single instruction multiple …

A modern GPU is designed with many large thread groups to achieve a high throughput and
performance. Within these groups, the threads are grouped into fixed-size SIMD batches in …

An important feature of modern GPU architectures is variable occupancy. Occupancy
measures the ratio between the actual number of threads actively running on a GPU and the …

GPU utilization, measured as occupancy, is limited by the parallel threads' combined usage
of on-chip resources, such as registers and the programmer-managed shared memory …

Abstract General-Purpose Graphics Processing Units (GPUs) have attained popularity for
their massive concurrency. But with their relative infancy, as well as a prevalence of closed …

The use of graphics processing units (GPUs) for accelerating Data Parallel workloads is the
new trend on the computing market. This growing interest brought renewed attention to the …

O objetivo deste trabalho _e apresentar uma proposta integrada para Escalonamento de
Instruções e Alocação de Registradores baseada em Isomorfismo de Subgrafos …

GPU utilization, measured as occupancy, is limited by the parallel threads' combined usage
of on-chip resources. If the resource demand cannot be met, GPUs will reduce the number of …

During the past decade, accelerators, such as NVIDIA CUDA GPUs and Intel Xeon Phis,
have seen an increasing popularity for their performance and have been employed by many …