Dependency graph of a web-scale architecture

Large web-scale systems have many sub-components that interact and depend on each other. The relations between these sub-systems are not evident from just looking at them.

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For example, in an event driven system a publisher of an event might not know all subscribers. The different relations become even more clouded when we want to take the ephemeral nature of runtimes into account. Web-scale systems often scale up or down based on some metric, this means that a new dependent sub-system could be added or removed at any time. Is there a way to map the relations between sub-systems of a web-scale architecture that also take scaling up and down into account?

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