Towards Parallel Execution of Scientific Applications

Towards Parallel Execution of Scientific Applications

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Rapid prototyping of numerically expressed problems is essential for a broad range of research areas. Finding the solution for computational scientific and engineering problems often requires experimenting with various algorithms and different parameters using the feedback from several iterations. Therefore, being able to quickly prototype the solution is critical for a timely and successful scientific discovery. In this book, I have explored the possibility of seamlessly executing sequential scientific applications in parallel. The idea is to introduce implicit data parallelism in order to pr...