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Parallel Computing Toolbox

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Code Examples

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Parallel for loops (parfor)

  • Processing Mass Spectrometry Data (High-res Ovarian Cancer data) Using Parallel Computing

GPU Computing with MATLAB

  • Calculating the Mandelbrot Set on a GPU

  • Exotic Option Pricing on a GPU using a Monte-Carlo Method
  • Using FFT on the GPU for Spectral Analysis
  • Using FFT2 on the GPU to Simulate Diffraction Patterns
  • Benchmarking A\b on the GPU

Parallel Computing with Simulink

  • Speeding Up Frequency Response Estimation Using Parallel Computing
  • Parallel Simulations Using Parsim: Test-Case Sweep

  • Parallel Simulations Using Parsim: Parameter Sweep in Normal Mode

  • Parallel Simulations Using Parsim: Parameter Sweep in Rapid Accelerator Mode

Benchmarks and Performance

  • Benchmarking Parfor Performance Using a Simple Example: Game of Blackjack
  • Resource Contention in Task Parallel Problems
  • Benchmarking Distributed Jobs (Task Parallel Applications on the Cluster)
  • Benchmarking Parallel "\" Operator (A\b)
  • Profiling Load Unbalanced Distributed Arrays in Data Parallel Applications
  • Profiling Explicit Parallel Communication while using Message Passing Functions in MATLAB

Batch Processing Using Job and Task Objects

  • Parallel Radar Tracking Simulation
  • Using Parallel Computing for Analysis of Origin of Human Immunodeficiency Virus
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