General
PromptBeginner5 minmarkdown
- Choose binary serialization (Protocol Buffers
MessagePack) over JSON for reduced size and faster parsing
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MessagePack) over JSON for reduced size and faster parsing
random values) in keys that should be shared
authentication
`app:user:123:profile`) for logical grouping and bulk invalidation
latency
data growth
>70% for warm data)
latency spikes
latency percentiles (p50
tiered storage (hot/warm/cold)
versioning
Memcached replication
authentication (Redis AUTH
probabilistic early expiration
scalable for distributed systems
key replication across shards
materialized views
Guava
Memcached for simple key-value hot data
probabilistic early expiration
latency tracking
dynamic page caching with edge-side includes
Failover
LFU