isn't this the entire goal of distributed computation? (to avoid needing to look at the entire system at once)
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That's a really good question. I would say yes, although in practice complex distributed designs often don't design or handle for all the failure scenarios.
Eg: cascading performance problems, related failure domains, etc...
Elegant designs are always best!
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If Google really decentralized everything they wouldn't be able to track you as easily so I guess that's a factor
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