ColdLess: Predictive Function Pre-Warming for Low-Latency Serverless Edge Computing

ColdLess, a predictive function pre-warming system for low-latency serverless edge computing.

ColdLess, a predictive function pre-warming system for low-latency serverless edge computing. This reference project walks through the whole job, from the problem and the design to the build and the evaluation, so that a developer can study how it works, run it and extend it.

It suits learners who want to run software the way production teams do: containers, automated pipelines, deployment, monitoring and rollback.

The main parts are containerised services, an automated build, test and deploy pipeline, monitoring and alerting, and safe rollback. The reference build uses Docker, Kubernetes, GitHub Actions, and Terraform, with a clear project structure, setup instructions and sample data so that it can be run and extended.