As far as the need to continue to derive new value to the company, of course! This is true everywhere; the phrase "what have you done for me lately" is one that is not unique to any one company, and would _you_ respect someone who did one great thing many years ago, and then proceeded to rest on his or her laurels?
Of course there are many different ways of adding new value. If you can demonstrate how a new cache server is faster or more scalable, and thus can drive value to the company, that's certainly one way. Or maybe there is new technology, such as faster networking technology or faster flash storage, which means that assumptions made five years ago are no longer true, and that can be a justification to rewrite some part of the infrastructure. But Google is a data-drive company, which means you need to be able to justify why the rewrite is necessary.
This is why life is sometimes easier for the infrastructure teams; increasing disk or CPU utilization by even a fraction of a percent, when multiplied across a large number of systems, can be a big number.
Now, if your product which is measured as having a small number of users, and worse, that number is decreasing over time (which was the case with Google Reader, as has been publicly disclosed), the problem is not that you don't have metrics, but the metrics aren't telling you want might have necessarily wanted to hear. Down and to the right; that's a different story...