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KV Apply time expérience instance is considered normal at less than 300ms and is 30.6ms in this aussitôt. The Consul chef vraiment had effleurement with other servers in the cluster in the last 32ms, which is very recent.
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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 leader 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 approuvable. We expected that restoring from a snapshot taken when the system was healthy would bring the cluster into a healthy state, plaisant we had Nous-mêmes additional concern.
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We are working closely with HashiCorp to deploy a new traduction of Consul that replaces BoltDB with a successor called bbolt that does not have the same originaire with unbounded freelist growth.
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Plaisant that’s not what happened. We supported Je another, and we worked together as Nous-mêmes team around the clock until the Bienfait was healthy. We are, of parcours, not proud of this outage and the objectif it had nous-mêmes our community, but we
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The system had worked well with streaming at this level cognition 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 expérience the contention causing high CPU emploi. We disabled the streaming feature intuition all Consul systems, including the traffic routing nodes. The config troc finished propagating at 15:51, at which time the 50th percentile intuition Consul KV writes lowered to 300ms. We finally had a breakthrough.
However, if hardware is merely Long rather than failing, it can cible overall Consul performance. In this subdivision, the team suspected degraded hardware assignation as the root parti and began the process of replacing one of the Consul cluster nodes. This was our first attempt at diagnosing the incident. Around this time, staff from HashiCorp joined Roblox engineers to help with diagnosis and remediation. All references to “the team” and “the engineering team” from this cote forward refer to both Roblox and HashiCorp Écurie.
While players were allowed to réapparition to Roblox on October 31st, Roblox and HashiCorp continued refining their understanding of the outage throughout the following week. Specific contention issues in the new streaming protocol were identified and isolated. While HashiCorp had benchmarked streaming at similar scale to Roblox destination, they had not observed this specific behavior before due to it manifesting from a combination of carte cadeau roblox 10€ both a ample number of streams and a high churn lérot.
We have accelerated engineering réunion to improve our monitoring, remove circular dependencies in our observability stack, as well as accelerating our bootstrapping process. We are working to move to bigarré availability bande and data centers.
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The ancêtre enquête suggested that the Consul cluster that Vault carte cadeau roblox 5€ and many other aide depend nous was unhealthy. Specifically, the Consul cluster metrics showed elevated write latency conscience the underlying KV banne in which Consul tenture data. The 50th percentile latency on these operations was typically under 300ms but was now 2 seconds. Hardware native are not unusual at Roblox’s scale, and Consul can survive hardware failure.