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From the figure, the whole approach achieves very low violation percentages for some workload scenarios while very high violation percentages for other workload scenarios.
This explains why some applications have very low violation percentages while others have very high violation percentages using the whole approach.
We implemented a conservative approach where a communal housing dumpster was considered compliant if it was rated as low violation or if it was empty due to assumed recent trash collection; otherwise, dumpsters were considered in violation.
The resulting ensemble of 20 structures shows good stereochemical properties and only low violation of experimental and geometrical restraints, it is well defined with an overall backbone rmsd (root mean square deviation) of 0.92 Å for residues Gly Asp and 0.54 Å for the regions with defined secondary structure only.
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As a matter of fact, the violations have to start by the service with the lowest violation weight.
Among guaranteed services, the violation starts from the service(s) with the lowest violation weight, which in our case study are background ones.
Since these services (i.e. Email and M2M-SV) are low-volume services, even the total violation of their capacity cannot cover the shortage of network capacity; therefore, interactive services, the ones with the second lowest violation weights, have also to be subject of capacity violations.
Convincingly, for both of the independently analyzed data sets exactly the same models were among best-scored ensembles (the lowest violation scores, Figure 7 figure supplement 2).
A method having low SLA violation ensures the desired QoS.
The model with the lowest energy and the lowest restraint violation was selected as the target model for further analysis.
The model with the lowest energy and the lowest restraint violation was selected.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com