Exact(3)
However, a further increase of parallel computational threads does not bring any benefit in the form of faster computation since the processor does not have the available resources (cores) which could be used by other threads.
ABC searches in parallel over several constructive computational threads based on local problem data and a dynamic memory structure containing information on the quality of the previously obtained results.
We have established optimal values of data blocks (stemming from the divide-and-conquer technique) and optimal number of computational threads (stemming from parallel processing) for a new algorithm called r.clump3p.
Similar(5)
Besides, at the third level of the programming hierarchy, the computational workloads are assigned to a series of GPU compute threads.
Numerical experiments demonstrate that the implemented parallel computing algorithm can significantly improve the computational efficiency and it can reach up to a speedup of 10 on a workstation with 32 computing threads.
In the experiments,the shortest algorithm computational time was 0.017 s in the case that M was 16, L was 2, and the GPU compute thread block size was 32.
We performed simulations on an Intel Core i7 computer, with four computational cores and hyper-threading technology, meaning that the tasks can effectively be computed in eight parallel threads.
It is concluded that Bowtie, BWA, and SOAP2 clearly show high computational efficiency in single-thread mode and increasing trend of computation efficiency in multi-thread mode on real-life datasets.
Related(1)
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com