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In static scenarios, the availability of a channel depends only on the primary user׳s activity.
Our initial implementation demonstrates promising results, with eddies performing nearly as well as a static optimizer/executor in static scenarios, and adapting to run-time changes in the execution environment.
VisMap can be used to construct static scenarios for input to a cognitive model, without requiring its internal modification; alternatively, the system can be integrated with a cognitive model to support direct control of an application.
They were, however, mainly designed for static scenarios and are therefore not well-suited for dynamic environments in which continuous reasoning over such heterogeneous knowledge with constantly arriving streams of data is necessary.
Figure 8 Bandwidth allocation for static scenarios.
Fig. 15 Query satisfaction for static scenarios.
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However, existing statistical data privacy mechanisms in the security community have several weaknesses: 1) they are limited in protecting sensitive information in the static scenario, and cannot be generally applied to accommodate temporal dynamics.
However, most of prior studies consider link prediction in the static scenario while ignoring that the social network generally is updated over time.
Landform-evolution models have typically failed to include human actions, or have done so only in a static, scenario-based way.
Fig. 6 Network MSE curves in a static scenario.
All other computations (within the same time instant) are the same as in the static scenario.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com