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The objectives and principles of the computer program are presented below along with corresponding examples of the main processing tasks applied to observed data.
Biocuration workflows are composed of the following main processing tasks (13): (i) collecting related documents, (ii) identifying and indexing entities of interest and (iii) collecting information for curating specific relations.
Additionally, the two main processing tasks of each treading tool against chain and domain libraries could be run separately, and this possible parallelization helps to achieve the overall optimization easily and significantly.
In fact, the number of sequences, 20 in this benchmark, is far less than the number of sequences for a genome-scale analysis, and pfTools is a relatively less compute-intensive tool, implying the insignificant contribution from relative portions of VM launch as well as postprocessing tasks, compared to the main processing tasks.
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Blocks, meta-processes and processing tasks allow one to describe customized topologies for data processing.
To understand the activation observed, it is necessary to identify the main processing modules needed to accomplish the given task successfully.
The main purpose of the pre-processing stage is to perform signal processing tasks, such as removal of baseline drift and noise.
Furthermore, the skills and tasks associated with framework implementation are mapped into the main processing phases.
The main problem in the process of massive data analysis over cloud using these techniques is the computational costs associated with image processing tasks.
In fact, the slight overheads are caused by two main factors: the API libraries (AWS Java SDK version 1.8.3 and jclouds Rackspace API libraries version 1.7.0) used (by OCSO) decide the main processing time; USAMS components also consume minor extra time while processing the obtained data, preparing for the operations and other additional tasks.
A company tour of the main processing zone had a surreal, theatrical air.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com