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Firstly, it analyzes the impact of recurring queries efficiency by MapReduce recurring queries model.
Consequently, this paper presents optimization strategies for recurring queries for big data analysis.
Finally, it constructs the efficient data reuse execution plans by MapReduce recurring queries reuse strategy.
Recurring queries, repeatedly being executed for long periods of time on rapidly evolving data-intensive workloads, have become a bedrock component in big data analytic applications.
Secondly, it proposes the MapReduce consistent window slice algorithm, which can not only create more opportunities for reuse of recurring queries, but also greatly reduce redundant data while loading input data by the fine-grained scheduling.
And, this exploration does not stop with those two recurring queries, because those questions lead to the deeper inquiries of "Who are WE?" and "Who are WE really?" "Who are we as a spiritual community?" "Who are we collectively -- in our family, in our close circles, in our culture?" Sometimes, however, the exploration of culture and identity within dharma circles has a tarnished reputation.
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There is a thin public turnout to see the plans, local residents' interest perhaps dulled by decades of consultation fatigue, but those that are here have the same recurring query.
The questions ranged from the general ("Why is Ardi's discovery so important?") to the very specific ("Was Ardi a brachiator?"), and some queries inspired recurring discussion throughout the 2-hour session ("How did Ardi--and humans--become bipedal?").
Interval queries are a recurring task in HTS analysis problems, and several libraries now offer solutions for different programming languages, including BEDtools (Quinlan and Hall, 2010; Dale et al., 2011) and IRanges/GenomicRanges Lawrenceetet al., 2013).
Not so Ayn Rand, whose Atlas Shrugged commences with a tease, a question -- "Who is John Galt?" This intriguing query recurs throughout the novel, sending the heroine and the reader on a mission of discovery, which results in both a love story and an explication of Rand's compelling, but divisive philosophy of Objectivism.
Standardization of data queries and the predefined and recurring rating schemes supported user friendliness and comparability of results.
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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