Gremlin and Azure Cache for Redis

Test how your application handles an Azure Cache for Redis outage. Run Gremlin network experiments and reliability tests to validate cache-miss handling.

Why Cache for Redis reliability is important

Azure Cache for Redis is load-bearing in a way that is easy to underestimate. The database behind a well-used cache is sized for the traffic that reaches it, not the traffic the cache absorbs, and those two numbers can differ by an order of magnitude.

When the cache becomes unreachable, that gap closes instantly. Every request that would have hit memory goes to the database at once. The cache outage ends in minutes, but the database recovery takes considerably longer, and the incident gets recorded as a database problem.

Gremlin helps you prove resilience to cache failures. Blackhole experiments remove the cache endpoint from your application's view under realistic load, so you can watch what arrives at the database. Latency experiments simulate a degraded node, which tells you whether your timeouts are short enough that a slow cache does not become a slow application. Validate that your database can handle demand, even under the most difficult conditions.

Building resilience on Cache for Redis with Gremlin

Cache for Redis 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 Cache for Redis*. Using the experiments shown to the right, you can prepare your service for Cache for Redis failure modes, including:

  • Network outages making Cache for Redis 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 Cache for Redis:

* 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 Cache for Redis

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