- Hot key mitigation: Local caching of hot keys
key replication across shards
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key replication across shards
scalable for distributed systems
materialized views
Memcached for simple key-value hot data
Guava
latency tracking
dynamic page caching with edge-side includes
probabilistic early expiration
cardinality
Failover
LFU
Memcached
access patterns
preloading
eventual consistency patterns
sizing
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multi-layer caching architectures that maximize throughput while ensuring data consistency and optimal resource utilization.
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