Patent ID: 11966788
Assignee: SNYK LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G  H  Y | IPC G

Claim 19:
20. A system, comprising:
means for receiving service level agreement (SLA) metrics;
means for converting the SLA metrics to declarative performance data structures, that represent declared performance objectives for software deployment;
means for monitoring performance indicators and resource usage of deployed software;
means for generating an application behavior model based on the performance indicators and the resource usage as a function of a load of the deployed software;
means for forecasting the load of the deployed software at a future time;
means for generating minimum cost optimization parameters based on the declarative performance data structures, the application behavior model, and the forecasted load of the deployed software;
means for executing convergent deployments of the deployed software;
means for performing load balancing on one or more of traffic to the convergent deployments and traffic from the convergent deployments in accordance with the minimum cost optimization parameters;
means for monitoring resources associated with the convergent deployments;
means for providing feedback associated with the convergent deployments; and
means for generating an updated application behavior model based on the feedback.