- [ ] Cache hit rates meet target thresholds (typically >90% for hot data
70% for warm data)
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70% for warm data)
data growth
write-behind
scalable for distributed systems
simple but risk of stale reads
lower write latency
strong consistency
materialized views
Memcached for simple key-value hot data
write-behind for write-heavy workloads
cardinality
access patterns
eventual consistency patterns
write-behind
multi-layer caching architectures that maximize throughput while ensuring data consistency and optimal resource utilization.
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