Gremlin and AWS SQS

Test how your application handles an AWS SQS outage. Run Gremlin network experiments and reliability tests to validate producer and consumer resilience.

Why SQS reliability is important

Queues are adopted to decouple services, and Amazon SQS does that well until the queue itself is unreachable. At that point the producer, which was supposed to be insulated, has nowhere to put work and has to decide what to do with it.

Most producers were never given an answer. Some block. Some drop messages silently. Some retry so aggressively they slow the recovery. On the consumer side, a backlog that builds during an outage can take far longer to drain than the outage lasted, turning a short disruption into a long one.

Gremlin lets you find out which behavior you have. Install the Gremlin Agent on the services producing and consuming, then run a blackhole experiment against the SQS endpoint while traffic flows. A latency experiment slows delivery so you can watch your consumers fall behind and measure how quickly they catch up.

How much backlog your consumers can absorb before catching up stops being realistic is a number worth knowing before an incident forces you to estimate it.

Building resilience on SQS with Gremlin

SQS is a dependency: a managed service that your service connects to. You can run tests by deploying the Gremlin agent or Failure Flags sidecar to a service that consumes SQS*. Using the experiments shown to the right, you can prepare your service for SQS failure modes, including:

  • Network outages making SQS unavailable
  • Slow performance due to network latency
  • Expiring TLS certificates
You can also run these expert-built workflows designed to replicate real-world failure modes on SQS:

* Testing a dependency doesn't require installing anything on it. Gremlin runs the experiment from the service that calls it, so compatibility depends on that host rather than on the dependency itself. Check our compatibility documentation for supported operating systems and platforms, or get in touch if you don't see yours.

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Learn more about Gremlin and SQS

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