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Capacity model?

This comparison card contrasts Capacity model. Provisioned shards is described as you pick shard count. It also notes risk throttle or waste. On-demand mode is described as aWS scales ingest capacity with traffic. The card pairs Provisioned shards with predictable pipelines, and On-demand mode with spiky or unknown load.

Capacity model?: Provisioned shards vs On-demand mode
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What this card says

Capacity model?

Provisioned shards

You pick shard count; risk throttle or waste.

On-demand mode

AWS scales ingest capacity with traffic.

Key points

Steady known TPS with cost control.

Spiky campaigns hard to size.

Example

UpdateShardCount / StreamModeDetails ON_DEMAND

Use when

Predictable pipelines.

Spiky or unknown load.

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