Maybe you should give OpenFaas a spin. You can run it completely locally on your machine with Docker . It's mostly based off of Kubernetes. But you can also test it on EC2 or any virtual machine using faasd.

https://docs.openfaas.com/ https://github.com/openfaas/faasd