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In their survey, Zhang et al. [59] explore new research opportunities and provide insights into selecting suitable processing systems for specific applications, providing a high-level overview of the existing parallel data processing systems categorized by the data input as stream processing, machine learning processing, graph processing, and batch processing.
The total wall clock time that each benchmark takes to run is roughly the same (σ/μ<0.6 %) under DVFS, DFS, and MVF; the reason being that we are considering a reactive scenario, where the pace of the system is not determined by the core frequency but by the data input rate imposed by the environment.
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A single Facebook user that has been sketched inaccurately by the data inputted into a handful of data fields doesn't amount to much.
Further development of the work will look at reducing the data input by creating building typologies at increasing scales.
Therefore, this bias effect was avoided as far as possible by training the research assistants, checking the data input and using a standardised observation list.
As other MapReduce frameworks, the execution begins by splitting the data inputs into chunks and sending them to the Map phase.
The index can be added to by anyone who is registered and the data inputted will be peer reviewed.
Looking ahead, by the end of 2015, Fairmont will use the data inputted to the Sustainability Data Management System to prepare individual hotel reports, targets and goals.
Therefore, the process of data input is simplified at the FASTQ file level, different from the one-by-one data input offered by other tools.
The scores of quality are calculated by the agreement/disagreement data inputted by each participant's discussion commander during discussions.
A general algorithm has been developed to determine the workspace area in the construction site by preselecting data input satisfying the required crane-fitting distance and by calculating the crane body area to a given clearance distance.
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