Programming & Optimization

This community is dedicated to Programming and Optimization.

Featured Events

Acceleware CUDA Training in San Francisco, CA

Register here: March 7 - 10, 2013 in San Francisco, CA

Partnering with NVIDIA, this professional four day course is designed for programmers who are looking to develop comprehensive skills in writing and optimizing applications that fully leverage multi-core processing capabilities of GPUs.

Your fee includes

  • Use of a laptop equipped with CUDA capable GPU
  • Choice of Windows and Linux OS
  • Printed manual of all lectures
  • Electronic copy of lab exercises
  • Certificate of Completion
  • Beverages and snacks

Space is limited - Please register early to guarantee your spot

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Acceleware CUDA Training in Calgary, AB

Register here: June 25 - 28, 2013 in Calgary, AB, Canada

Partnering with NVIDIA, this professional four day course is designed for programmers who are looking to develop comprehensive skills in writing and optimizing applications that fully leverage multi-core processing capabilities of GPUs.

Your fee includes

  • Use of a laptop equipped with CUDA capable GPU
  • Choice of Windows and Linux OS
  • Printed manual of all lectures
  • Electronic copy of lab exercises
  • Certificate of Completion
  • Beverages and snacks

Space is limited - Please register early to guarantee your spot

Read More

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Acceleware CUDA Training - San Jose, CA, USA

Acceleware CUDA Training - San Jose, CA, USA 

July 29 - August 1, 2013

Developed in partnership with NVIDIA, this hands-on four day course will teach you how to write and optimize applications that fully leverage the multi-core processing capabilities of the GPU.

 

Taught by Acceleware developers who bring real world experience to the class room, students will benefit from:

 

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Featured Stories and Papers

Adapting Sparse Triangular Solution to GPUs (IEEE)

Abstract:

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Efficient Quality Threshold Clustering for Parallel Architectures (IEEE)

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Cooperative Heterogeneous Computing for Parallel Processing on CPU/GPU Hybrids (IEEE)

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One-scan Algorithm for Arbitrarily Oriented 1-D Morphological Opening and Slope Pattern Spectrum (IEEE)

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A Parallel H.264 Encoder with CUDA: Mapping and Evaluation (IEEE)

Abstract:

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Variable Optimization in Code Migration from GPU to Multi-core (IEEE)

Abstract:

Variable analysis and optimization could improve the performance of code migration from CUDA to multi-core. Based on memory mapping, a temporary arrays pruning algorithm is proposed in this paper. By analyzing the live range and def-use relation, the temporary arrays which could be pruned are identified. A function map between the definitions and use of temporary arrays is constructed to replace the original arrays. Some conditions of the optimization algorithm are discussed and the test result shows that the performance could improve by 3.4% with the optimization.

Paper available at IEEE.

 

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Experiences with the Sparse Matrix-Vector Multiplication on a Many-core Processor (IEEE)

Abstract:

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A GPU-Based Parallel Genetic Algorithm for Generating Daily Activity Plans (IEEE)

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On Adaptive Controller Design Based on Many Parametric Models (IEEE)

Abstract:

In this paper, we consider a practical concept of designing discrete-time model based adaptive control system using many identification models and its implementation by special numerical processing hardware. The rapid progress of the multi-cores CPU and many-cores GPU in recent years, makes it possible to perform massively parallel computation in system identification and may change the adaptive controller design.

Paper available at IEEE.

 

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clone_n(): Parallel Thread Creation for Upcoming Many-Core Architectures (IEEE)

Abstract:

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Modestly Faster Histogram Computations on GPUs (IEEE)

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Latest Stories and Papers

Title New Replies Last postsort icon
An Optimization of FMM under CPU+GPU Heterogeneous Architecture (IEEE) New 0 new 05-23-2013
Accelerating a Random Forest Classifier: Multi-Core, GP-GPU, or FPGA? (IEEE) New 0 new 05-23-2013
Shortening Design Time through Multiplatform Simulations with a Portable OpenCL Golden-model: The LDPC Decoder Case (IEEE) New 0 new 05-23-2013
Policy-based Tuning for Performance Portability and Library Co-optimization (IEEE) New 0 new 05-22-2013
Abstract: Comparing GPU and Increment-Based Checkpoint Compression (IEEE) New 0 new 05-22-2013
Massively Parallel X-ray Scattering Simulations (IEEE) New 0 new 05-22-2013
MATE-CG: A Map Reduce-Like Framework for Accelerating Data-Intensive Computations on Heterogeneous Clusters (IEEE) New 0 new 05-22-2013
Performance Modeling of Atomic Additions on GPU Scratchpad Memory (IEEE) New 0 new 05-22-2013
DS-CUDA: A Middleware to Use Many GPUs in the Cloud Environment (IEEE) New 0 new 05-21-2013
Automatic Archaeological Fragment Reconstruction using Hierarchical Depth Maps (IEEE) New 0 new 05-21-2013
Optimizing Option Pricing Algorithms and Profiling Power Consumption on VLIW APU Architecture (IEEE) New 0 new 05-21-2013
Divergence Analysis with Affine Constraints (IEEE) New 0 new 05-21-2013
LightFlow: Speeding up GPU-based Flow Switching and Facilitating Maintenance of Flow Table (IEEE) New 0 new 05-21-2013
Multicore Model from Abstract Single Core Inputs (IEEE) New 0 new 05-21-2013
An FPGA Implementation for a High-speed Optical Link with a PCIe Interface (IEEE) New 0 new 05-21-2013
GPU-accelerated Burrow-Wheeler Transform for Genomic Data (IEEE) New 0 new 05-21-2013

Latest Blog Posts

Title New Replies Last postsort icon

Latest Forum Posts

Title New Replies Last postsort icon
Multi GPU with streams CUDA 4.0 New 3 09-02-2011

Latest Events

Title New Replies Last postsort icon
Acceleware CUDA Training - San Jose, CA, USA New 0 new 05-01-2013
Acceleware CUDA Training in Calgary, AB New 0 new 03-05-2013
Acceleware CUDA Training in San Francisco, CA New 0 new 03-05-2013
C++ AMP Training in Seattle New 0 new 01-16-2013
OpenCL Training in Los Angeles New 0 new 01-16-2013
CUDA Training in Chicago New 0 new 01-16-2013
Call For Papers: Sixth Workshop on General Purpose Processing Using GPUs New 0 new 11-05-2012
Acceleware C++ AMP Training New 0 new 08-20-2012
Acceleware CUDA Training – Finance Focus New 0 new 08-20-2012
Acceleware CUDA Training Oct 2-5, 2012 New 0 new 08-20-2012
Acceleware OpenCL Training - Oct 16 - 19, 2012 New 0 new 08-20-2012
IJCIT: Call for paper New 0 new 07-22-2012
C++ AMP Course - Mountain View, CA New 0 new 05-24-2012
C++ AMP Course - New York City, NY New 0 new 05-24-2012
C++ AMP Course - Seattle, WA New 0 new 05-24-2012
Acceleware CUDA™ Training - Life Science Focus New 0 new 05-01-2012

Latest Code Snippets and Repositories

Title New Replies Last postsort icon
A Parallel GPU Version of the Traveling Salesman Problem New 0 new 12-19-2011
Floating-Point Data Compression at 75 Gb/s on a GPU New 0 new 12-19-2011

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