If you want a quick and easy way to get started with a pre-configured environment, consider the Quick start using docker.
In-depth guides that guide you you through setting things up component by component (metrictank and its dependencies):
- Installation guide For Debian/Ubuntu
- Installation guide for RPM-based Linux (CentOS, Fedora, OpenSuse, RedHat)
There are also some alternative approaches, such as: