High-Performance Computing on Streaming Processors in Graphics Processing Units (GPUs)

Dear Colleagues,

Graphics Processing Units (GPUs) have become a key enabling technology for providing the necessary computational performance needed in various computational science and data science areas. Many of the world’s fastest supercomputers are based on GPUs. The success of deep learning methods, thus far, has strongly relied on the computational performance provided by GPUs. Application developers must, however, address various challenges in order to efficiently leverage the performance of GPUs. We invite manuscripts for the forthcoming Special Issue addressing modern GPU computing. Our goal is to provide a contemporary view of where GPU computing stands today. Topics of interest include, but are not limited to, scaling applications on GPU-accelerated supercomputers, domain-specific libraries, GPU programming models, performance analysis of novel GPU-accelerated architectures, and enabling of applications for GPUs. Both reviews and original research articles are welcome. Reviews should provide an up-to-date as well as critical overview. If you have suggestions that you would like to discuss beforehand, please feel free to contact us. We look forward to your participation in this Special Issue.

Prof. Dr. Dirk Pleiter
Guest Editor

Manuscript Submission Information

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• GPU computing programming models
• parallel computing
• domain-specific libraries