Northeastern University
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Abstract: Computing platforms for high performance and parallel applications have changed from traditional Central Processing Units (CPUs) to hybrid systems which combine CPUs with accelerators such as Graphics Processing Units (GPUs), Intel Xeon Phi, etc. These developments bring more and more challenges to application developers, especially to maintain a high performance application across various platforms. Traditional parallel programming methods are usually low-level. They focus more on data distribution and communications, aiming to generate high performance and scalable applications...

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