- Map each data entity to its invalidation strategy (write-through
write-behind
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write-behind
authentication (Redis AUTH
tiered storage (hot/warm/cold)
Memcached replication
probabilistic early expiration
key replication across shards
simple but risk of stale reads
lower write latency
strong consistency
Guava
dynamic page caching with edge-side includes
probabilistic early expiration
latency tracking
Failover
LFU
write-behind for write-heavy workloads
Memcached
designing hybrid solutions that combine multiple technologies including CDN and edge caching
application cache layer
sizing
preloading
write-behind
Memcached
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