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LiD4E is a design tool for optimized implementation of dynamic, data-driven stream mining systems using high-level dataflow models of computation.
In photovoltaic (PV) water pumping design, the accurate prediction of the water flow is a key step for optimized implementation and system robustness.
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Therefore we also show results for an hypothetical optimized implementation that even outperforms Kakadu by a factor of 2, i.e., is 50 times faster than our implementation (see Figure 5).
The results indicate a significant improvement over other similar strategies, allowing a optimized implementation for applications such as mobile robots.
The Vienna RNA Package does not contain its own optimized implementation for the simultaneous folding and alignment of two RNA sequences, i.e., of the Sankoff algorithm [ 54].
The optimized implementation scheme for codesign is estimated by comparing QoCs.
A highly optimized implementation allows for merging millions of paired-end reads within a few minutes on a standard desktop computer.
The 3D-LTW encoder running over a GOP size of 16 frames uses up to 6 times less memory than 3D-SPIHT, up to 22 times less memory than H.264 for QCIF sequence resolution and up to 6 times less memory than x264 which is an optimized implementation of H.264, for small sequence resolutions.
The 3D-GOP-RL encoder running over a GOP size of 16 frames uses up to 6 times less memory than 3D-SPIHT, up to 22 times less memory than H.264 for QCIF sequence resolution, and up to 6 times less memory than ×264 which is an optimized implementation of H.264, for small sequence resolutions.
Multi-netclust is not a new clustering method but an optimized implementation of existing graph algorithms suitable for handling large networks of > 10 nodes and 10 edges.
The mean processing time per frame with the optimized implementation is 17.6 ms (we add 1 ms for the ARM/DSP data transfer) whereas the nonoptimized implementation has a processing time of 80.85 ms. The optimized processing time represents 22% of the nonoptimized one.
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CEO of Professional Science Editing for Scientists @ prosciediting.com