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There is renewed interest in the Internet community in deploying the centralized SDN architecture for optimized reconfiguration of network infrastructure based on real-time analytics performed at the SDN controller(s).
Finally, data warehouses are no longer able to process whole datasets due to their massive size; hence the information stored in these solutions is no longer statistically representative of the data from which it was extracted, making the data analytics performed on it less reliable.
A summarization function maps the raw data to a limited domain ((c_{i, e, j})_{j=1}^{k_{i,e}}) of (k_{i, e}) possible discrete values, nevertheless, the summarized data can represent with a level of uncertainty the raw data so that the analytics performed in the demand-side are accurate to a required level.
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Sentiment analysis (deep analytics) was performed, and results were saved (analysis results).
Analytics also performed better with the graphical metaphors, although not as well as the wholists .
Analytics also performed better with the graphical metaphors, although not as well as the wholists.
Moreover, when considering this CSA-dimension, the analytics also performed better with the graphical metaphors, although not as well as the wholists did.
The user behavior data is modeled and sent to the cloud-enabled backend where detailed analytics are performed to understand different aspects of a student, such as engagement, difficulties, and preferences and to also analyze the quality of the data.
There are disadvantages of fog computing; for example, the whole system appears complex, analytics are performed locally, and some enterprises do not like the idea of their data being kept outside their premises.
All procedures (sample handling, analytics) were performed by co-workers blinded to the experimental groups.
All assays and analytics were performed with cells in the exponential growth phase.
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