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Variance calculation method, the program, the host computer and the distributed computing system (distributed parallel calculation using the accelerator system)
Variance calculation method, the program, the host computer and the distributed computing system (distributed parallel calculation using the accelerator system)
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机译:方差计算方法,程序,主机和分布式计算系统(使用加速器系统的分布式并行计算)
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摘要
A method for distributed computing between a host computer and at least one accelerator device interconnected through a network includes profiling a data transfer rate and a computation rate for a range of data sizes to find an optimal chunk size for the data transfer through the network; splitting or aggregating a size of the data stored in a memory in the host computer for encapsulating the data into a chunk with the optimal chunk size; dispatching the encapsulated data to the accelerator device; and instructing pipeline computation to the accelerator device with respect to the encapsulated data received.
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