LibraryScenariosWhen content delivery optimization creates unpredictable system stress
Scenario

When content delivery optimization creates unpredictable system stress

Every time our CDN cache expires we get a traffic spike that overwhelms our origin servers and I have to manually warm the cache but there is no way to predict when the next expiration will cascade into a problem.

Laozi
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More people experience this than they realize.

What we've seen

Performance improvements through caching can create temporal coupling that makes system behavior less predictable rather than more stable.

Ideas that help explain it
Worth thinking about

“Where Are You with Cloud computing and distributed everything?”

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