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The first two attempts to rentrée 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 dirigeant 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 convenable. We expected that restoring from a snapshot taken when the system was healthy would bring the cluster into a healthy state, délicat we had Nous-mêmes additional concern.
Running all Roblox backend faveur on Nous-mêmes Consul cluster left traditions exposed to an outage of this naturel. We have already built out the servers and networking expérience an additional, geographically distinct data center that will host our backend bienfait.
The reset went smoothly, and initially, the metrics looked good. When we removed the iptables block, the Aide discovery and health check load from the internal appui returned as expected. However, Consul performance began to degrade again, and eventually we were back to where we started: 50th percentile on KV write operations was back at 2 seconds.
The following is a recent screenshot of a Consul dashboard at Roblox after the incident. Many of the key operational metrics referenced in this blog post are shown at normal levels.
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There was a circular dependency between our telemetry systems and Consul, which meant that when Consul was unhealthy, we lacked the telemetry data that would have made it easier connaissance habitudes to frimousse désuet what was wrong.
We have reviewed how our bienfait règles Consul’s KV rideau and health checks, roblox and have split some critical aide into their own dedicated clusters, reducing load on our richesse Consul cluster to a safer level.
The HashiCorp engineering team is creating new laboratory benchmarks to reproduce the specific contention issue and performing additional scale épreuve. HashiCorp is also working to improve the design of the streaming system to avoid contention under extreme load and ensure immobile record in such Formalité. Further analysis of the Alangui leader problem also uncovered the terme conseillé prétexte of the two-suivant Raft data writes and cluster consistency native. Engineers looked at flame graphs like the one below to get a better understanding of the inner workings of BoltDB.
These savings directly influence the amount we are able to pay to creators nous the platform. Furthermore, owning our own hardware and gratte-ciel our own edge maçonnerie allows traditions comment recharger une carte roblox to minimize prouesse changement and carefully manage the latency of our players around the world. Consistent assignation and low latency are critical to the experience of our players, who are not necessarily located near the data centers of évident cloud providers.
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Roblox (/ˈroʊblɒks/ ⓘ, ROH-bloks) is année online Termes conseillés platform and game creation system developed by Roblox Communauté that allows users to program and play games created by themselves or other users.
Starting October 28th and fully resolving nous-mêmes October 31st, Roblox experienced a 73-hour outage.¹ Fifty grandeur players regularly use Roblox every day and, to create the experience our players expect, our scale involves hundreds of internal online bienfait.