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The implementation performs the network coding such that the enhanced WiFi architecture is transparent above the MAC layer.
For example, an invariant such as i1/o1, …, in−1/on−1, in/O must be interpreted as "each time the implementation performs the sequence i1/o1, …, in−1/on−1, in the next observed output belongs to the set O".
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In addition, we provide a detailed protocol on the implementation performed in order to study the interplay of the developed algorithms.
After this, the prototype implementation performs the collection of service consumer preferences on specific service selection problems expressed and captured as Consumer Preference Profiles.
The time taken on several chemical datasets showed the new implementation performs well compared to the SpanningTree (Figure 7).
The silicon implementation performs 32 iterations of the min-sum decoding algorithm on two staggered codewords in the same pipeline.
When either the number of sinks or the number of sources is relative small (≤100) the CPU implementation performs best.
Using the resulting relationship, our implementation performs the image warping using inverse pixel lookups.
The GPU implementation performed the protein-protein docking calculations approximately five times faster than the MIC offload mode implementation.
Results showed that for the larger datasets, the LIBLINEAR SVM implementation performed on par with the well-established libsvm with a radial basis function kernel, but with dramatically less time for model building even on modest computer resources.
It was found that the colour implementation performed better overall for all three datasets and the Y'UV was best performing colour system on all tested datasets.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com