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In the context of a Mapper-only job, we see improvements in constant processing time plus linear data marshalling time associated with Hadoop distributing tasks to individual machines.
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In fact, extensive European data marshalled by the Intergovernmental Panel on Climate Change's Fifth Assessment Report proved that in diverse buildings big and small, new and old, hot- and cold-climate energy savings around 80–90% needn't cold-climate energye than savingsr no saround.
"But I'm not very convinced by the data they marshal".
The data they marshal persuasively demonstrate that the larger the mismatch between the academic credentials of the mismatched students and the rest of their class, the graver is the danger that they will receive poor grades, lose confidence and self-esteem, drop hard courses, leave college without a degree, and learn far less than they would have if placed among more closely matched peers.
It's easy to see why marshalling data to tell one of these kinds of stories – rags turning into riches, mistakes rectified, challenges overcome, the right resources and the right contacts saving the day — would be so compelling.
NationBuilder simplifies and democratizes the formerly complex task of marshalling data resources for political or advocacy campaigns.
Simple Object Access Protocol (SOAP) uses extensible markup language (XML) encoding to marshal data that is transported to a software application.
Here, he marshals data not just on income but on spending, time use, calorie consumption and health measures like life expectancy and height.
One danger is that overly strict enforcement will discourage health plans from instituting quality-improvement systems that marshal data from medical records to check that doctors are prescribing correct treatments.
An important characteristic of such mechanisms is the foreign-interface policy that defines how to bridge the semantic gap between the high-level language and C. For example, IDL-based tools generate code to marshal data into and out of the high-level representation according to user annotations.
In a post pivoting off my weekend column on Washington's extraordinary recent growth, Dylan Matthews of Wonkblog marshals data showing that the soaring wage premium for Washingtonians doesn't correlate directly with increases in the federal government's share of G.D.P.
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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