Real-Time Queue Management

Real-time orchestration with intelligent routing for high-throughput, time-sensitive operations.

Coordinator bottlenecks

Event-driven routing

100%

Real-time orchestration

24/7

The challenge

A high-volume operation needed to orchestrate queues in real time and route work intelligently; the single coordinator was a bottleneck at 500+ concurrent tasks, causing 40-minute average wait times and 18% SLA breaches.

What we built

We built a real-time queue orchestrator with intelligent routing, backed by Redis for low-latency state and Kafka for durable event flow.

The outcome

Work routes to the right place in real time, throughput scales horizontally, and the system degrades gracefully under load spikes.

Stack

Node.jsRedisPostgreSQLKafka

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How it's built

queue-management · architecturelive

0 coordinator bottlenecks24/7 orchestration

Queue state lives in Redis for low-latency reads and atomic updates.
Routing decisions are event-driven so no single coordinator becomes a bottleneck.
Kafka provides a durable backbone for replay and audit.

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