Borg, Omega, and Kubernetes (ACM Queue)
To cope with these kinds of requirements, configuration-management systems tend to invent a domain-specific configuration language that (eventually) becomes Turing complete, starting from the desire to perform computation on the data in the configuration (e.g., to adjust the amount of memory to give a server as a function of the number of shards in the service). The result is the kind of inscrutable 'configuration is code' that people were trying to avoid by eliminating hard-coded parameters in the application's source code. It doesn't reduce operational complexity or make the configurations easier to debug or change; it just moves the computations from a real programming language to a domain-specific one, which typically has weaker development tools (e.g., debuggers, unit test frameworks, etc)."
