General
PromptBeginner5 minmarkdownQuality: 24
- Enable compression (LZ4
Snappy) for large values where CPU overhead is acceptable
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General
PromptBeginner5 minmarkdownQuality: 28
- Choose binary serialization (Protocol Buffers
MessagePack) over JSON for reduced size and faster parsing
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] Security controls (TLS
authentication
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General
PromptBeginner5 minmarkdownQuality: 28
- Use hierarchical namespaced keys (e.g.
app:user:123:profile) for logical grouping and bulk invalidation
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] Monitoring covers hit rates
latency
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General
PromptBeginner5 minmarkdownQuality: 24
- Define alerting thresholds for cache health (hit rate drops
latency spikes
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Creative
PromptBeginner5 minmarkdownQuality: 24
- Design load tests simulating cache stampede
hot key
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General
PromptBeginner5 minmarkdownQuality: 24
- Create benchmark suite measuring cache hit rates
latency percentiles (p50
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General
PromptBeginner5 minmarkdownQuality: 24
- Document cache key schema with namespaces
versioning
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General
PromptBeginner5 minmarkdownQuality: 24
- Cost optimization: Right-sizing cache instances
tiered storage (hot/warm/cold)
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General
PromptBeginner5 minmarkdownQuality: 24
- Security: Encryption in transit (TLS)
authentication (Redis AUTH
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General
PromptBeginner5 minmarkdownQuality: 24
- High availability: Redis Sentinel or Cluster mode
Memcached replication
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General
PromptBeginner5 minmarkdownQuality: 24
- Cache stampede prevention: Mutex locks
probabilistic early expiration
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General
PromptBeginner5 minmarkdownQuality: 24
- Hot key mitigation: Local caching of hot keys
key replication across shards
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General
PromptBeginner5 minmarkdownQuality: 24
- Application-level caching: In-process caches (e.g.
Guava
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General
PromptBeginner5 minmarkdownQuality: 24
- Implement cache hit rate monitoring
latency tracking
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General
PromptBeginner5 minmarkdownQuality: 24
- CDN caching: Static assets
dynamic page caching with edge-side includes
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General
PromptBeginner5 minmarkdownQuality: 24
- Plan for cache stampede prevention using locking
probabilistic early expiration
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General
PromptBeginner5 minmarkdownQuality: 24
5. Monitoring
Failover
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General
PromptBeginner5 minmarkdownQuality: 24
- Configure eviction policies (LRU
LFU
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General
PromptBeginner5 minmarkdownQuality: 24
- Select appropriate caching technologies (Redis
Memcached
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Creative
PromptBeginner5 minmarkdownQuality: 24
- Design from the outside in: CDN layer
application cache layer
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Creative
PromptBeginner5 minmarkdownQuality: 28
- Select optimal caching technologies based on use case requirements
designing hybrid solutions that combine multiple technologies including CDN and edge caching
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General
PromptBeginner5 minmarkdownQuality: 28
- Architect distributed caching solutions that scale horizontally with cache warming
preloading
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