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The public service document had details on: who the person reports to, responsibilities, required competencies, key outputs, key functions, and salary scale.
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The Map function for this example outputs key-value pairs using terms as keys and '1' as values.
The reduce function updates the component id of each node, and outputs key-value pairs of the node id and its updated component id.
As oil traders looked to Opec to cut output, key members such as Saudi Arabia and Iran resisted, becoming more protective of individual market share even though the rout hurt the group's oil-dependent economies.
Construction saw a healthy 1.4% rise, stronger than the initial estimate of 0.9%, echoing growing confidence from builders about the outlook; while manufacturing output – key to the government's hopes of rebalancing the economy – rose 0.7% over the quarter, compared with the first estimate of 0.4%.
Reducer takes minimum distance center and produces output key identifies center, value is document.
For each document, it finds closest of known centers and produces the output key as point, value identifies center and distance.
The quantization parameters of the key frames in our experiments were selected in such a way that the qualities of the output key frames are kept similar with those of the WZ frames.
Of the two architectures presented, the pipeline architecture computes keystream at uniform rate and the parallel architecture bounds the worst-case variance in the time period between computations of consecutive output key words, which form the keystream.
The map output key is the word itself and the value is 1 every time the word exists in the processed data chunk.
We examine research publications in Australian Indigenous health from 1995 2008 to explore trends in publication output, key themes investigated, and research collaborations.
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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