- Event-driven invalidation: Publish cache invalidation events on data changes
scalable for distributed systems
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scalable for distributed systems
strong consistency
simple but risk of stale reads
lower write latency
materialized views
Memcached for simple key-value hot data
cardinality
write-behind for write-heavy workloads
access patterns
write-behind
eventual consistency patterns
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multi-layer caching architectures that maximize throughput while ensuring data consistency and optimal resource utilization.
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