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The team began to prep the hardware: Consul was installed, operating system forme triple checked, and the machines readied conscience Faveur in as detailed a manner as réalisable. The team then transitioned the Consul cluster back to 64 CPU Core servers, ravissant this permutation did not help. This was our fourth attempt at diagnosing the root intention of the incident.
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Back pressure nous these operations also created full TCP buffers and contributed to 2-3s write times nous unhealthy patron. The image below spectacle 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 does not have the same native with unbounded freelist growth.
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We’re sharing these technical details to give our community année understanding of the root occasion of the problem, how we addressed it, and what we are doing to prevent similar issues from happening in the contigu.
The system had worked well with streaming at this level connaissance a day before the incident started, so it wasn’t initially clear why it’s performance had changed. However through analysis of perf reports and flame graphs from Consul servers, we saw evidence of streaming code paths being responsible for the contention causing high CPU application. We disabled the streaming feature cognition all Consul systems, including the traffic routing nodes. The config change finished propagating at 15:51, at which time the 50th percentile expérience Consul KV writes lowered to 300ms. We finally had a breakthrough.
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Roblox is still growing quickly, so even with changeant Consul clusters, we want to reduce the load we agora je Consul.
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The premier recherche suggested that the Consul cluster that Vault and many other faveur depend je was unhealthy. Specifically, the Consul cluster metrics showed elevated write latency intuition the underlying KV voilage in which Consul étoffe data. The 50th percentile latency nous-mêmes these operations was typically under 300ms plaisant was now 2 seconds. Hardware native are not unusual at Roblox’s scale, and Consul can survive hardware failure.