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Showing 1 to 6 of 6 for “"Open computing language (OpenCL)"”.
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A MapReduce Framework for Heterogeneous Computing Architectures
… Compute Unified Device Architecture (CUDA) and Open Computing Language (OpenCL), the developer still needs to manage the data transfer be- tween host and device and vice versa, orchestrate the execution of several kernels, and more arduously, optimize the kernel code. In this dissertation, we …
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Generalizing the Utility of Graphics Processing Units in Large-Scale Heterogeneous Computing Systems
Today, heterogeneous computing systems are widely used to meet the increasing demand for high-performance computing. These systems commonly use powerful and energy-efficient accelerators to augment general-purpose processors (i.e., CPUs). The graphic processing unit (GPU) is one such accelerator. …
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Accelerating digital forensic searching through GPGPU parallel processing techniques
… techniques of the field, and proposes that an open-standards GPGPU framework solution – Open Computing Language (OpenCL) – would be better suited to accelerate file carving with wider compatibility across an array of modern GPGPU hardware. This research further hypothesises that a modern …
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Comparative study of tool-flows for rapid prototyping of software-defined radio digital signal processing
… description specified in a programming language into one or more programmable hardware platforms. High-level tool-flows use different techniques, such as high-level synthesis to allow the designer to specify the application from a high level of abstraction and achieve improved …
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Dynamic loop vectorization for executing OpenCL kernels on CPUs
Heterogeneous computing platforms are becoming increasingly important in supercomputing. Many systems now integrate CPUs and GPUs cooperating together on a single node. Much effort is invested in tuning GPU-kernels. However, it can be the case that some systems may not have GPUs or the GPUs are …
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Toward performance portability for CPUS and GPUS through algorithmic compositions
This Dissertation was approved for publication on 2017-07-05 at 16:09.