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Dagger indicates taking into account the burden of tool administration and the complexities of data processing.
TODS abstracts away from service logic most complexities of data management, which have often become major obstacles in developing high quality Internet services.
The major challenge is how to balance the complexities of data and domains with the simplifications required to promote student learning.
The contribution of this work is an automatic system for archiving and analyzing radar data that isolates geoscientists from the complexities of data storage and retrieval.
Deep Learning inherently exploits the availability of massive amounts of data, i.e. Volume in Big Data, where algorithms with shallow learning hierarchies fail to explore and understand the higher complexities of data patterns.
Nodeable wants to combine big data analytics, systems management and social communications in such a way that a social layer is added to an analytics platform to give users an interface that feels like a social networking site, but still allows businesses to manage the complexities of data management.
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"As the volume and complexity of data barraging businesses from all angles increases, IT organizations have a choice: they can either succumb to information-overload paralysis, or they can take steps to harness the tremendous potential teeming within all of those data streams", said Jeremy Burton, Executive Vice President, Product Operations and Marketing for EMC.
The unexpected and increasing complexity of data centers is another concern.
As data and assay complexity increase, so too does the complexity of data analysis.
The use of multiple instruments increases the complexity of data handling.
Therefore, the time complexity of data writing queries is log N.
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