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Token Bucket allows burst traffic, while Leaky Bucket smooths out traffic flow.

Backpressure prevents system overload by managing message processing rates in Kafka.

Backpressure helps manage message flow in Kafka during traffic spikes.

Distributed backpressure helps manage the flow of work between services to prevent overload.

The Bulkhead Pattern isolates resources to protect critical workloads from failures.

The Token Bucket algorithm helps manage how many requests a server can handle.

Cascading failures occur when one service's failure impacts others, causing widespread issues.

Cache breakdowns can overwhelm databases, but request coalescing solves this issue.