A Lightweight and Efficient GPU for NDP Utilizing Data Access Pattern of Image Processing

Jungwoo Choi,Boyeal Kim,Ji-Ye Jeon,Hyuk-Jae Lee,Euicheol Lim,Chae Eun Rhee

IEEE Transactions on Computers（2022）

引用 4|浏览30

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摘要

As the demand for image applications with high resolution increases, the importance of the system for image processing is growing. Graphics processing units (GPUs) can increase computational capacity with massive parallelism, but are still subject to limited memory bandwidth. Near-data-processing (NDP) is expected to mitigate the performance and energy overhead caused as a result of data transfer ...

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关键词

Graphics processing units,Image processing,Instruction sets,Computer architecture,Resource management,Random access memory,Hardware

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