The lag of parallel programming models and languages behind the advance of heterogeneous many-core processors has left a gap between the computational capability of modern systems and the ability of applications to exploit them. Emerging programming models, such as CUDA and OpenCL, force developers to explicitly partition applications into components (kernels) and assign them to accelerators in order to utilize them effectively. An accelerator is a processor with a different ISA and micro-architecture than the main CPU. These static partitioning schemes are effective when targeting a system with only a single accelerator. However, they are not robust to changes in the number of accelerators or the performance characteristics of ...
In the last decade, industry made a right-hand turn and shifted towards multi-core processor designs...
Computer systems are moving towards a heterogeneous architecture with a combination of one or more C...
Modern computer vision and image processing embedded systems exploit hardware acceleration inside sc...
The lag of parallel programming models and languages behind the advance of heterogeneous many-core p...
Heterogeneous parallel computing combines general purpose processors with accelerators to efficientl...
Heterogeneous microprocessors integrate CPUs and GPUs on the same chip, providing fast CPU-GPU comm...
While general-purpose homogeneous multi-core architectures are becoming ubiquitous, there are clear ...
Multi-core processors have become the dominant processor architecture with 2, 4, and 8 cores on a ch...
\u2014Emerging massively parallel architectures such as a general-purpose processor plus many-core p...
The performance improvement of conventional processor has begun to stagnate in recent years. Because...
Effectively utilizing available parallelism is becoming harder and harder as systems evolve to many-...
Emerging massively parallel architectures such as a general-purpose processor plus many-core program...
Recently GPUs have risen as one important parallel platform for general purpose applications, both i...
Heterogeneous Architectures Are Being Used Extensively To Improve System Processing Capabilities. Cr...
Thesis: S.M., Massachusetts Institute of Technology, Department of Electrical Engineering and Comput...
In the last decade, industry made a right-hand turn and shifted towards multi-core processor designs...
Computer systems are moving towards a heterogeneous architecture with a combination of one or more C...
Modern computer vision and image processing embedded systems exploit hardware acceleration inside sc...
The lag of parallel programming models and languages behind the advance of heterogeneous many-core p...
Heterogeneous parallel computing combines general purpose processors with accelerators to efficientl...
Heterogeneous microprocessors integrate CPUs and GPUs on the same chip, providing fast CPU-GPU comm...
While general-purpose homogeneous multi-core architectures are becoming ubiquitous, there are clear ...
Multi-core processors have become the dominant processor architecture with 2, 4, and 8 cores on a ch...
\u2014Emerging massively parallel architectures such as a general-purpose processor plus many-core p...
The performance improvement of conventional processor has begun to stagnate in recent years. Because...
Effectively utilizing available parallelism is becoming harder and harder as systems evolve to many-...
Emerging massively parallel architectures such as a general-purpose processor plus many-core program...
Recently GPUs have risen as one important parallel platform for general purpose applications, both i...
Heterogeneous Architectures Are Being Used Extensively To Improve System Processing Capabilities. Cr...
Thesis: S.M., Massachusetts Institute of Technology, Department of Electrical Engineering and Comput...
In the last decade, industry made a right-hand turn and shifted towards multi-core processor designs...
Computer systems are moving towards a heterogeneous architecture with a combination of one or more C...
Modern computer vision and image processing embedded systems exploit hardware acceleration inside sc...