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Queue Simulation

Queue / Stream Dynamics

Model producer/consumer throughput imbalance over a 10-minute window (60 steps, 10 seconds each). Tracks backlog growth, consumer health degradation under sustained load, autoscaling with configurable delay, and data processing staleness.

Throughput

1–1,000,000

Messages produced per second.

Light: 100–1,000 · Medium: 10,000–100,000 · High-volume: 500,000+

≥ 1

Max throughput per consumer at full health.

1–100

Consumer instances at simulation start.

≥ 1

Typical JSON event: 256–1,024 · Large payload: 4,096+

1–100
≥ 100

Backlog depth that triggers scale-up.

1–10

New consumers added per scale event.

0–5

Steps before new consumers become active.

Alert Thresholds

≥ 100
≥ 1,000
≥ 1
≥ 10

No simulation run yet

Configure your producer and consumer rates, then click “Run Queue Simulation”.