Optimization as Code for Cloud and Containers
Continuous Optimization That Fits into Your CI/CD Framework
Introduction to Optimization as Code
The Solution: Optimization as Code
The Densify analytics engine uses patented machine learning to continuously model your apps’ utilization patterns to determine if the resources they have are optimal. Densify then generates recommendations for optimal instance types and size or resources in the case of containers. The result is that you can:
- Inject these findings into your instances as tags (optional)
- Automatically create “App Owner Reports” for transparency to app and business owners. These can be delivered via change tickets
- Generate machine-readable output for actioning by automation processes
By replacing fixed resource assignments in your templates with calls to reference Densify’s recommendations, your workloads can be automatically provisioned to the best-fit instances. As resource demands change over time or newer instance types are introduced by cloud providers, your infrastructure remains optimized.
Bridge the Gap Between App Developers, CloudOps, & Finance
Developers are freed from the burden of having to guess at and update resource or instance specifications.
Cloud operations teams can provide API-based optimization services to app teams, enabling them to run a safe and efficient environment
Finance benefits from the dramatically-improved cost efficiency that comes with machine learning
Eliminate Hardcoded Resource Specs within Infrastructure as Code
With CloudFormation and Terraform, application resources are often hard coded into manifests, many times with suboptimal specifications.
Integrate Densify with these frameworks to make optimization seamless and continuous.
Learn more about Densify integrations.