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This Predictive Control algorithm makes it possible to take into account predictions of available power and power consumption, to improve the balance and reduce the number of connections and disconnections of the devices.
All the above models independently predict each single location and thus do not take into account predictions for other locations.
They took into account predictions that the memorial would draw 10 million visitors a year.
*The plan did not take into account predictions of wind conditions over the three to five days after ignition.
He has argued for at least £5bn, taking into account predictions about future spending and interest rates.
This takes into account predictions of people moving out of London for the holiday period, against those heading into the city for the Games.
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However, these methods take into only account prediction for a single-layered network.
The interpretation of taking into account prediction uncertainty in overload detection is as follows.
Researchers in VQA that intend to use ML to support their prediction systems should keep this discrepancy into account, and research is needed to develop ML methods whose risk function takes into account prediction consistency and monotonicity, besides value accuracy.
In contrast, our approach bases overload or underload detection on long-term predictions of CPU usage by taking into account prediction uncertainty, which results in stability and efficient live migration actions, as shown by the experimental results.
This shows that when the load is low, it is not worth, at least with respect to VM SLA violations, to perform live migration actions without taking into account prediction uncertainty.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com