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Three memory access methods are proposed.
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The corresponding data structure and memory access method with better data locality and communication optimization is designed.
An alternate FFT has also been proposed in [12], which optimizes FFT's performance via three efficient memory access schemes:(1) shared memory is used when the size of data set is small, (2) coalesced global memory access scheme is employed for large size, and (3) a hierarchical memory access method is to compute large data stream's FFT by combining the FFTs of smaller data with share memory.
The JBSP library provides programmers with both explicit message-passing and remote memory access communication methods.
With just these methods, memory access competition is avoided without additional redundant procedures.
For the second proposed method, the memory access time has been duplicated in presence of smaller number of cells.
Table 4 Method cache, average memory access time.
This is due to the small memory footprint of the windowed multipole method and better memory access pattern of the algorithm.
In this way, the proposed method using optimized memory access scheme can properly exploit the new features of memory subsystem of the Kepler GPU.
Also, the problem of the limited on-chip memory on DSPs is addressed by a novel double buffering method using direct memory access (DMA), called resource optimized slicing (ROS-DMA).
In particular, the regular memory access pattern in video/image computing allows several methods to enhance the memory performance in using eDRAM, e.g., enlarging the cache line size and data prefetching.
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