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But even with the large amounts of memory available with today's computers, storing — or even computing — information for every possible scenario would be implausible.
We used the WEKA package for computing information gain, in order to rank the features according to how informative they were.
A report this year by a panel of the National Science Foundation, "Revolutionizing Science and Engineering Through Cyberinfrastructure," found "a new age has dawned in scientific and engineering research, pushed by continuing progress in computing, information and communication technology".
Dr. Gray and Dr. Bell, a legendary computer designer who oversaw the national supercomputer centers for two years during the 1980's as a director for the National Science Foundation, call their current approach to computing "information centric" and "community centric".
Due to the distributed nature of cloud computing information about network flow has to be collected at many different physical locations.
By computing information gain, features that frequently occur in positive samples instead of negative ones or the other way around can be obtained [15, 16].
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The importance of computing information-theoretic measures over a range of cluster sizes has also been highlighted in the paper describing the recently developed maximal information coefficient method (Reshef et al., 2011).
To compute information.
In addition, it will only compute information when it is requested.
The already computed information is used when processing snapshot (G_i) in a dynamic programming fashion.
Moreover, locally computed information about the utility can be subscribed by relevant communication partners e.g. the CNC.
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