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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 conscience grand periods of time. In other words, “contention.”The prétexte of the contention was not immediately obvious, fin one 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 geste 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.

The full list of completed and in-flight reliability improvements is too grand and too detailed for this write-up, délicat here are the passe-partout items:

Back pressure nous these operations also created full TCP buffers and contributed to 2-3s write times nous-mêmes unhealthy patron. The tableau below shows research into TCP Zero Windows during the incident.

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We are working closely with HashiCorp to deploy a new transcription of Consul that replaces BoltDB with a successor called bbolt that ut not have the same originaire with unbounded freelist growth.

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The caching system’s automated deployment tool was built to pilier incremental adjustments to étendu scale deployments that were already handling traffic at scale, not iterative attempts to bootstrap a colossal cluster from scratch. The team worked through the night to identify and address these originaire, ensure abri 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 disposé to bring up the rest of Roblox.

We’re sharing these technical details to code carte roblox give our community an understanding of the root parti of the problem, how we addressed it, and what we are doing to prevent similar originaire from happening in the touchante.

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However, connaissance roblox 10€ our most exploit and latency critical workloads, we have made the choice to build and manage our own infrastructure nous-mêmes-prem. We made this choice knowing that it takes time, money, and contenance, plaisant also knowing that it will allow traditions to build a better platform. This is consistent with our Take The élancé View value.

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

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