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"A large percentage of network outages are caused after engineers make changes to their network.
As a metric for the convergence of the consensus algorithm the average absolute errors of the power mismatch estimate were taken as a percentage of network power.
Our simulation study of the MRG control law indicates that it is indeed TCP friendly and can provide minimum rate guarantee as long as the percentage of network resource consumed by the MRG flows is moderately small.
The major sources of I/O when running mpAD4 were the loading of grid maps and the writing of log files, while MPI communication was a negligible percentage of network traffic.
The neighborhood homophily of disease d is the average percentage of network neighbors of a disease d protein also known to be associated with d.
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In figure 4b the percentage of networks with all their subsystems in an off state is represented.
The percentage of networks with all their subsystems in an off state (functionally unviable metabolic nets) is 4.95% (this percentage constitutes part of the 33.26% of the nets unable to change its state).
In Figure 4a the random DMNs (belonging to the kind rs = 4 and f = 2) show an increase in the percentage of networks with metabolic cores as a function of the number of subsystems until to converge slowly to 100%.
As the network gets denser, the percentage of the network that can be recovered decreases.
In our analyses, we have observed large deviations in the percentages of networks with metabolic cores as a function of the number of subsystems for intermediate ranges of λ, e.g., in figure 4 for n = 200 and λ = 50% the values are the following ones: (4a) rs = 4 f = 2, 94.5%; (4b) rs = 5 f = 3, 99%; (4c) rs = 7 f = 3, 70.6%; and (4d) rs = 8 f = 4, 69%.
Overall, the RCR approach yielded a diverse range of biological features that were incorporated among a large percentage of the network models, thereby broadening the scope of many networks to include components with potential connections to disease that have not been investigated previously in the COPD context.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com