In dynamically changing infrastructures, locating logs of a specific service or infrastructure component is a non-trivial task. Logs may be scattered among various hosts or are just written to stdout, like its considered good practice with 12-factor-apps.
Tools to collect and aggregate logs are needed to deal with this, and might integrate with monitoring tools.

On the web