For this purpose, an unsupervised learning methodology is used to extract features of traffic through IP flows attributes, collected from a network structure.
In the NUM framework, performance of an upper layer protocol (e.g., TCP) is determined by utility of flow attributes, for example, utility of link flow rate.
Aiming to improve its efficiency, a modification of the Ant Colony Optimization metaheuristic is proposed, which through self-organized agents optimizes the analysis of multidimensional flows attributes and allows it to be completed in time to mitigate the impact on large-scale networks.
These results point to anisotropic porosity models as being well-suited to whole-city urban flood prediction, but also reveal that point-scale flow attributes relevant to flood risk such as localized wakes and wave reflections from flow obstructions may not be resolved.
Bending 〈1 2 1〉 oriented NW leads to homogeneous plastic flow, attributed to the large capacity for storage of axial extended dislocations (AEDs).
Based on this finding, the increased carotid arterial diameter in pregnancy might be result of the increased carotid blood flow, attributed by the increased cardiac output.
Alterations in splanchnic blood flow attributed to PEEP occur in parallel to those in cardiac output and consequently can be reversed with restoration of blood pressure [ 4, 13].
Additionally, we found evidence that suggests gene flow attributed to both sexes; that is, an absence of genetic structure for both mtDNA and nuclear DNA, over large areas across the boreal forest.
Over three-quarters of the river's flow is diverted through the Clear Creek Tunnel and away from the Trinity River, causing the river below the dam to become warm, silty, shallow and slow-flowing, attributes that hurt young salmon.
Rheology and DLS results revealed that the pH-sensitive flowing behavior was attributed to the microstructure transition between wormlike micelles and short cylindrical micelles.
The difference between the mixed flow and the ego-motion flow yields the independent flow which attributes purely to moving targets.
