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By 19:00, the team migrated most of the cluster to the new mécanisme fin the cluster was still not healthy. The cluster was reporting that a majority of nodes were not able to keep up with writes, and the 50th percentile latency on KV writes was still around 2 seconds rather than the typical 300ms or less.

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HashiCorp and Roblox have developed and deployed a process using existing BoltDB tooling to “compact” the database, which resolved the prouesse native.

Several months ago, we enabled a new Consul streaming feature je a subset of our bienfait. This feature, designed to lower the CPU utilisation and network bandwidth of the Consul cluster, worked as expected, so over the next few months we incrementally enabled the feature je more of our backend bienfait. Je October 27th at 14:00, Nous day before the outage, we enabled this feature je a backend Bienfait that is responsible cognition traffic routing. As bout of this rollout, in order to prepare connaissance 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 initially, the metrics looked good. When we removed the iptables block, the Prestation discovery and health check load from the internal aide returned as expected. However, Consul exploit began to degrade again, and eventually we were back to where we started: 50th percentile nous-mêmes KV write operations was back at 2 seconds.

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The root occasion was due to two issues. Enabling a relatively new streaming feature on Consul under unusually high read and write load led to excessive contention and poor prouesse. In addition, our particular load Exigence triggered a pathological geste native in BoltDB.

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As previously mentioned, Consul uses a persistence library called BoltDB to voilage Raft log data. Due to a specific application inmodelé created during the incident, 16kB write operations were instead becoming much larger. You can see the problem illustrated in these screenshots:

The responsable is responsible intuition replicating data to the other voters and determining if written data ha been fully committed. Consul uses année algorithm called Raft intuition responsable election and to distribute state across the cluster in a way that ensures each node in the cluster agrees upon the updates. It is not uncommon intuition the chef to troc à cause chef election several times throughout a given day.

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It eh also been criticized connaissance its alleged exploitative practices toward children and microtransactions. The platform ah been restricted pépite completely blocked in several countries, such as China, Turkey, Jordan, and others.

Some core Roblox services are using Consul’s KV étoffe directly as a convenient esplanade to voilage data, even though we have other storage systems that are likely more appropriate.

We intentionally postponed this concours into the new year cartes-cadeaux en ligne roblox to avoid a complex upgrade during our peak end-of-year traffic. The upgrade is being tested now and will total in Q1.