Unverified50% confidenceTradeoffExact time
In multi-instance deployments, the nonce cache requires shared storage (such as Redis) or sticky routing, otherwise the same frame may be accepted once on each of different instances, creating a protection gap.
1
Sources
50%
Confidence
Long-term
Relevance
10/21/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn distributed deployments, token state must be stored in shared storage such as Redis and updated with atomic operations; otherwise, multiple instances counting separately will cause the actual allowed volume to far exceed expectations.73% similarUnverifiedThe prefill-decode disaggregated architecture places the two stages on different instances or resource pools for execution, causing the KV cache to need to be transferred or shared between them, which increases cache migration cost.73% similarUnverifiedDisabling file caching eliminates double-caching waste, but once data misses shared buffers it goes directly to the storage layer, requiring a sufficiently high hit rate; otherwise the cost of a miss may be amplified.69% similar
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