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Re:Cassandra at Apple: 1000s of Clusters, 300k Nodes, 100 PB by tpmx on Saturday October 08, 2022 @06:19PM (#33136577)
I can also picture it, but not really in the way you're outlining it.

It's a sad and very inefficient picture though. Apple does not need this this much data processing. It's a grotesque amount per device. Or maybe they're just wasting insane amounts of energy doing lots and lots doing of stupid analytics...

Re:Cassandra at Apple: 1000s of Clusters, 300k Nodes, 100 PB by echelon on Saturday October 08, 2022 @06:29PM (#33136647)
Sometimes things have to be built as layered abstractions in order for humans to reason about them at scale.

See also the natural stochastic gradient ascent that produced our crazy complicated metabolic pathways (and all of biology).

Re:Cassandra at Apple: 1000s of Clusters, 300k Nodes, 100 PB by threeseed on Saturday October 08, 2022 @09:30PM (#33137552)
> It's a grotesque amount per device

Again. It is not just for device data.

There are backend services which your device interacts with e.g. Maps, Siri, Weather.