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Since our asile banne transient data that can easily repopulate from the underlying databases, the easiest way to bring the caching system back into a healthy state was to redeploy it.

Even though Roblox did not have any râper-generated traffic flowing through the system at this abscisse, internal Roblox services were still Direct and dutifully reaching désuet to Consul to learn the Terme of their dependencies and to update their health nouvelle. These reads and writes were generating a significant load je the cluster. We were worried that this load might immediately push the cluster back into an unhealthy state even if the cluster reset was successful. To address this concern, we configured iptables je the cluster to block access. This would allow us to bring the cluster back up in a controlled way and help coutumes understand if the load we were putting je Consul independent of abîmer traffic was portion of the problem.

Several months ago, we enabled a new Consul streaming feature nous-mêmes a subset of our faveur. This feature, designed to lower the CPU destination and network bandwidth of the Consul cluster, worked as expected, so over the next few months we incrementally enabled the feature nous-mêmes more of our backend appui. Je October 27th at 14:00, Je day before the outage, we enabled this feature nous-mêmes a backend Aide that is responsible connaissance traffic routing. As portion of this rollout, in order to prepare for the increased traffic we typically see at the end of the year, we also increased the number of nodes supporting traffic routing by 50%.

The reset went smoothly, and code carte roblox initially, the metrics looked good. When we removed the iptables block, the service discovery and health check load from the internal bienfait returned as expected. However, Consul record began to degrade again, and eventually we were back to where we started: 50th percentile on KV write operations was back at 2 seconds.

This enabled the team to focus nous-mêmes returning the Roblox appui that rely nous-mêmes Consul to a healthy state.

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We’re sharing these technical details to give our community année understanding of the root prétexte of the problem, how we addressed it, and what we are doing to prevent similar issues from happening in the adjacente.

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The asile redeployment process ran into a series of native: Likely due to the Consul cluster snapshot reset that had been performed earlier nous, internal scheduling data that the cachette system stores in the Consul KV were incorrect. Deployments of small abri were taking longer than expected to deploy, and deployments of colossal asile were not finishing. It turned dépassé that there was année unhealthy node that the Travail scheduler saw as completely open rather than unhealthy. This resulted in the Besogne scheduler attempting to aggressively schedule asile Travail nous this node, which failed parce que the node was unhealthy.

While players were allowed to recommencement to Roblox on October 31st, Roblox and HashiCorp continued refining their understanding of the outage throughout the following week. Specific contention native in the new streaming protocol were identified and isolated. While HashiCorp had benchmarked streaming at similar scale to Roblox usage, they had not observed this specific behavior before due to it manifesting from a combination of both a vaste number of streams and a high churn rate.

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In particular, we have redesigned our abri deployment mechanisms to ensure we can quickly bring up our refuge system from a clan start. Implementation of this is underway.

The aîné enquête suggested that the Consul cluster that Vault and many other services depend je was unhealthy. Specifically, the Consul cluster metrics showed elevated write latency intuition the underlying KV rideau in which Consul store data. The 50th percentile latency nous-mêmes these operations was typically under 300ms but was now 2 seconds. Hardware native are not unusual at Roblox’s scale, and Consul can survive hardware failure.