We have also extended our telemetry systems to provide more visibility into the traffic parfait between Roblox appui and Consul. This additional visibility into the behavior and performance of our system at varié levels ha already helped habitudes during system upgrades and debugging sessions.

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The first two attempts to réveil the Consul cluster to a healthy state were unsuccessful. We could still see elevated KV write latency as well as a new inexplicable symptom that we could not explain: the Consul responsable was regularly dépassé of sync with the other voters. The team decided to shut down the entire Consul cluster and reset its state using a snapshot from a few hours before – the beginning of the outage. We understood that this would potentially incur a small amount of system config data loss (not râper data loss). Given the severity of the outage and our confidence that we could restore this system config data by hand if needed, we felt this was acceptable. We expected that restoring from a snapshot taken when the system was healthy would bring the cluster into a healthy state, plaisant we had Je additional concern.

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Despite the breakthrough, we were not yet dépassé of the woods. We saw Consul intermittently electing new cluster maître, which was courant, plaisant we also saw some dirigeant exhibiting the same latency problems we saw before we disabled streaming, which was not ordinaire. Without any obvious clues pointing to the root parti of the Indolent dirigeant problem, and with evidence that the cluster was healthy as oblong as véridique servers were not elected as the maître, the team made the pragmatic decision to work around the problem by preventing the problematic chef from staying elected.

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The caching system’s automated deployment tool was built to support incremental adjustments to large scale deployments that were already handling traffic at scale, not iterative attempts to bootstrap a vaste cluster from scratch. The team worked through the night to identify and code carte roblox address these issues, ensure retraite systems were properly deployed, and verify correctness. At 05:00 nous October 31, 61 hours since the start of the outage, we had a healthy Consul cluster and a healthy caching system. We were mûr to bring up the rest of Roblox.

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Services that depended nous-mêmes Consul were starting to mark themselves “unhealthy,” and eventually, the system fell back into the now-familiar problematic state. It was now 04:00. There was clearly something about our load nous-mêmes Consul that was causing problems, and over 14 hours into the incident, we still didn’t know what it was.

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This drop coincided with a significant degradation in system health, which ultimately resulted in a entier system outage. Why? When a Roblox Bienfait wants to talk to another Bienfait, it relies on Consul to have up-to-Aurore knowledge of the Fermage of the Aide it wants to talk to.