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Parallel simulation of population balance model-based particulate processes using multi-core CPUs and GPUs | hgpu.org

Parallel simulation of population balance model-based particulate processes using multi-core CPUs and GPUs | Chemistry, Computer science, CUDA, nVidia, nVidia GeForce GTX 280, Pharmaceuticals
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Scooped by Mikael Bourges-Sevenier
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Implementing a Photorealistic Rendering System using GLSL

Implementing a Photorealistic Rendering System using GLSL | opencl, opengl, webcl, webgl | Scoop.it
Ray tracing on GPUs is becoming quite common these days. There are many publicly available documents on how to implement basic ray tracing on GPUs for spheres and implicit surfaces. We even have so...
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Revisiting Actor Programming in C++

Revisiting Actor Programming in C++ | opencl, opengl, webcl, webgl | Scoop.it
The actor model of computation has gained significant popularity over the last decade. Its high level of abstraction makes it appealing for concurrent applications in parallel and distributed syste...
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Nucleation of nanoparticles in a coarse grained fluid using OpenCL

Nucleation of nanoparticles in a coarse grained fluid using OpenCL | opencl, opengl, webcl, webgl | Scoop.it
In this thesis, the nucleation rate of almost hard spheres in a course-grained fluid is measured to study the effects of an explicit solvent on the nucleation rate. Previous measurements show a dis...
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DjiNN and Tonic: DNN as a Service and Its Implications for Future Warehouse Scale Computers

DjiNN and Tonic: DNN as a Service and Its Implications for Future Warehouse Scale Computers | opencl, opengl, webcl, webgl | Scoop.it
As applications such as Apple Siri, Google Now, Microsoft Cortana, and Amazon Echo continue to gain traction, webservice companies are adopting large deep neural networks (DNN) for machine learning...
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Parallel and Improved PageRank Algorithm for GPU-CPU Collaborative Environment

Parallel and Improved PageRank Algorithm for GPU-CPU Collaborative Environment | opencl, opengl, webcl, webgl | Scoop.it
The internet is a huge collection of websites in the order of 10^8 bytes. Around 90% of the world's population uses search engines for getting relevant information. According to Wikipedia, more tha...
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Key derivation functions and their GPU implementation

Key derivation functions and their GPU implementation | opencl, opengl, webcl, webgl | Scoop.it
Key derivation functions are a key element of many cryptographic applications. Password-based key derivation functions are designed specifically to derive cryptographic keys from low-entropy source...
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U-Net: Convolutional Networks for Biomedical Image Segmentation

U-Net: Convolutional Networks for Biomedical Image Segmentation | opencl, opengl, webcl, webgl | Scoop.it
There is large consent that successful training of deep networks requires many thousand annotated training samples. In this paper, we present a network and training strategy that relies on the stro...
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Kalman Filter Tracking on Parallel Architectures

Kalman Filter Tracking on Parallel Architectures | opencl, opengl, webcl, webgl | Scoop.it
Power density constraints are limiting the performance improvements of modern CPUs. To address this we have seen the introduction of lower-power, multi-core processors, but the future will be even ...
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Use of modern GPUs in Design Optimization

Use of modern GPUs in Design Optimization | opencl, opengl, webcl, webgl | Scoop.it
Graphics Processing Units (GPUs) are a promising alternative hardware to Central Processing Units (CPU) for accelerating applications with a high computational power demand. In many fields research...
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Performance Analysis and Efficient Execution on Systems with multi-core CPUs, GPUs and MICs

Performance Analysis and Efficient Execution on Systems with multi-core CPUs, GPUs and MICs | opencl, opengl, webcl, webgl | Scoop.it
We carry out a comparative performance study of multi-core CPUs, GPUs and Intel Xeon Phi (Many Integrated Core - MIC) with a microscopy image analysis application. We experimentally evaluate the pe...
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N-Body Methods Optimization - insideHPC

N-Body Methods Optimization - insideHPC | opencl, opengl, webcl, webgl | Scoop.it
N-Body problems compare the interaction of N-bodies against N-bodies, which results in calculations of the order of N2.
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Analysis of GPU Parallel Computing based on Matlab

Analysis of GPU Parallel Computing based on Matlab | opencl, opengl, webcl, webgl | Scoop.it
Matlab is very widely used in scientific computing, but Matlab computational efficiency is lower than C language program. In order to improve the computing speed, some toolbox can use GPU to accele...
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On the Choice of Tensor Estimation for Corner Detection, Optical Flow and Denoising

On the Choice of Tensor Estimation for Corner Detection, Optical Flow and Denoising | opencl, opengl, webcl, webgl | Scoop.it
Many image processing methods such as corner detection,optical flow and iterative enhancement make use of image tensors. Generally, these tensors are estimated using the structure tensor. In this w...
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ACCTuner: OpenACC Auto-Tuner For Accelerated Scientific Applications

ACCTuner: OpenACC Auto-Tuner For Accelerated Scientific Applications | opencl, opengl, webcl, webgl | Scoop.it
We optimize parameters in OpenACC clauses for a stencil evaluation kernel executed on Graphical Processing Units (GPUs) using a variety of machine learning and optimization search algorithms, indiv...
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Video: High Performance Computing with Python - insideHPC

Video: High Performance Computing with Python - insideHPC | opencl, opengl, webcl, webgl | Scoop.it
In this video, Pawel Pomorski from SHARCNET presents: High Performance Computing with Python.
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Toward GPUs being mainstream in analytic processing: An initial argument using simple scan-aggregate queries

Toward GPUs being mainstream in analytic processing: An initial argument using simple scan-aggregate queries | opencl, opengl, webcl, webgl | Scoop.it
There have been a number of research proposals to use discrete graphics processing units (GPUs) to accelerate database operations. Although many of these works show up to an order of magnitude perf...
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An Introduction to OpenCL C++

An Introduction to OpenCL C++ | opencl, opengl, webcl, webgl | Scoop.it
Today servers, desktops, mobile devices, and embedded systems contain many processors in addition to the CPU that runs programs. These extra processors are generally called accelerators and could b...
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An Efficient, Automatic Approach to High Performance Heterogeneous Computing

An Efficient, Automatic Approach to High Performance Heterogeneous Computing | opencl, opengl, webcl, webgl | Scoop.it
Users of heterogeneous computing systems face two problems: firstly, understanding the trade-off relationship between the observable characteristics of their applications, such as latency and quali...
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Physically Based Rendering: Implementation of Path Tracer

Physically Based Rendering: Implementation of Path Tracer | opencl, opengl, webcl, webgl | Scoop.it
The main topic of this thesis was to implement a computer program that can render photorealistic images by simulating the laws of physics. In practice the program builds an image by finding every p...
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An Interrupt-Driven Work-Sharing For-Loop Scheduler

An Interrupt-Driven Work-Sharing For-Loop Scheduler | opencl, opengl, webcl, webgl | Scoop.it
In this paper we present a parallel for-loop scheduler which is based on work-stealing principles but runs under a completely cooperative scheme. POSIX signals are used by idle threads to interrupt...
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CHO: Towards a Benchmark Suite for OpenCL FPGA Accelerators

CHO: Towards a Benchmark Suite for OpenCL FPGA Accelerators | opencl, opengl, webcl, webgl | Scoop.it
Programming FPGAs with OpenCL-based high-level synthesis frameworks is gaining attention with a number of commercial and research frameworks announced. However, there are no benchmarks for evaluati...
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