Gremlin and GCP Cloud CDN

Test how your application handles a Cloud CDN outage. Run Gremlin network experiments and reliability tests to validate origin failover under cache-miss storms.

The value of Google Cloud CDN is that most requests never reach your origin. That's also what makes it load-bearing in a way that's easy to underestimate, because your origin is sized for the small fraction of traffic that gets through rather than all of it.

When edge caching degrades, that fraction changes in seconds:

  1. Requests that were served from the edge start arriving at your origin instead.
  2. Origin capacity, provisioned for a fraction of total traffic, saturates almost immediately.
  3. Response times climb, so requests take longer, so concurrency rises, so response times climb further.
  4. The origin starts failing, which means nothing repopulates the cache, and the situation compounds rather than recovering.

Gremlin lets you measure that surge before it happens. A blackhole experiment against edge endpoints sends traffic straight to your origin while you watch what it can absorb. A latency experiment simulates degraded edge performance, the more common and subtler version of the same problem.

If your origin can't survive losing edge coverage, the fixes are well understood: more capacity, origin shielding, or a deliberate degradation strategy. Choosing between them requires the actual number.

Building resilience on Cloud CDN with Gremlin

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

  • Network outages making Cloud CDN 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 Cloud CDN:

* 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.

Learn more about Gremlin and Cloud CDN

Avoid downtime. Use Gremlin to turn failure into resilience.

Gremlin empowers you to proactively root out failure before it causes downtime. See how you can harness chaos to build resilient systems by requesting a demo of Gremlin.

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