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Over the next 10 hours, the engineering team dug deeper into debug logs and operating system-level metrics. This data showed Consul KV writes getting blocked for grand periods of time. In other words, “contention.”The occasion of the contention was not immediately obvious, fin Nous theory was that the shift from 64 to 128 CPU Core servers early in the outage might have made the problem worse. After looking at the htop data and exploit debugging data shown in the screenshots below, the team concluded that it was worth going back to 64 Core servers similar to those used before the outage.
Since our abri tenture 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.
HashiCorp and Roblox have developed and deployed a process using existing BoltDB tooling to “serré” the database, which resolved the record native.
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This enabled the team to focus nous returning the Roblox aide that rely on Consul to a healthy state.
The caching system’s automated deployment tool was built to pylône incremental adjustments to vaste scale deployments that were already handling traffic at scale, not iterative attempts to bootstrap a évasé cluster from scratch. The team worked through the night to identify and address these originaire, ensure asile systems were properly deployed, and verify correctness. At 05:00 nous-mêmes October 31, 61 hours since the start of the outage, we had a healthy Consul cluster and a healthy caching system. We were terme conseillé to bring up the rest of Roblox.
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We have learned tremendously from this experience, and we are more committed than ever to make Roblox a stronger and more reliable platform going forward.
The asile redeployment process ran into a series of native: Likely due to the Consul cluster snapshot reset that had been performed earlier on, internal scheduling data that the abri system tenture in the Consul KV were impropre. Deployments of small abri were taking longer than expected to deploy, and deployments of évasé asile were not finishing. It turned démodé that there was année unhealthy node that the Besogne scheduler saw as completely open rather than unhealthy. This resulted in the Œuvre scheduler attempting to aggressively schedule cache Labeur on this node, which failed because the node was unhealthy.
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We had leveraged iptables to let traffic back into the cluster slowly. Was the cluster simply getting pushed back into an unhealthy state by the sheer contenance of thousands of châssis trying to reconnect? This was our third attempt at diagnosing the root parti of the incident.
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We have removed this circular dependency. Our telemetry systems no longer depend on the systems that they are configured to monitor.