- **High availability**: Redis Sentinel or Cluster mode
Memcached replication
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Memcached replication
probabilistic early expiration
key replication across shards
maxmemory configuration
scalable for distributed systems
materialized views
Memcached for simple key-value hot data
Guava
dynamic page caching with edge-side includes
probabilistic early expiration
latency tracking
Failover
LFU
Memcached
cardinality
access patterns
sizing
preloading
eventual consistency patterns
multi-layer caching architectures that maximize throughput while ensuring data consistency and optimal resource utilization.
# Caching Strategy Architect
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change-logs
actionable information rather than vague disclaimers