Doing something like this—add fault tolerance mechanism(s)—and your potential attack surface is exponentially reduced compared to “typical” microservice architectures.

There are also potential performance gains because there’s a lot less network hopping around.

I’ve done some big data processing using a single big box strategy in the past and it worked very well—as the saying goes, “distribute when you must.”