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

Claim 10:
11. A method comprising:
receiving service level agreement (SLA) metrics;
converting the SLA metrics to declarative performance data structures, that represent declared performance objectives for software deployment;
monitoring performance indicators and resource usage of deployed software;
generating an application behavior model based on the performance indicators and the resource usage as a function of a load of the deployed software;
forecasting the load of the deployed software at a future time;
generating minimum cost optimization parameters based on the declarative performance data structures, the application behavior model, and the forecasted load of the deployed software;
executing convergent deployments of the deployed software;
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;
monitoring resources associated with the convergent deployments;
providing feedback associated with the convergent deployments; and generating an updated application behavior model based on the feedback.