Auto-Scaling Sample Clauses

Auto-Scaling. ‌ AXE’s auto-scaling capabilities for individual components of an application in- stance require the aggregation of metrics and the evaluation of conditions on these metrics. The generation of monitoring data and their aggregation has been discussed earlier in this section. { } In order to evaluate the conditions on the metrics, we apply the strategy to consider conditions on metrics as binary metrics by themselves. These metrics take values in 0, 1 and their value is computed as a function that compares the values of the source metric against the threshold of the condition. Composite conditions are computed from their source conditions. The SRL-engine is an aggregator-like sub-component of AXE that runs in the home domain. Its sole task is to check for all conditions that cause a SRL- related action whether the conditions are satisfied. In case it is, the SRL-engine triggers the actual actions at the Deployment Engine. In addition, it stores the fact that this action has taken place as a separate metric value in the KairosDB in- stance in the home domain so that it can be queried by higher-level components. Whenever the application instance has changed either by manual intervention or by running a scaling action, the SRL-engine adapts the scalability-related con- figuration if necessary. This is for instance the case whenever the abstract rule description requires conditions to take into account all instances of a particular component.
Sample 1
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