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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 cognition longitudinal periods of time. In other words, “contention.”The prétexte of the contention was not immediately obvious, délicat Nous 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.
Baszucki and Cassel worked alone while making the earlier translation of Roblox, and created their own games nous-mêmes the platform before the creation tools were completed. These early translation of Roblox were extremely basic, with player avatars having not been animated yet and various features only being present in their most simplified form.
This behavior also explained the effect of higher core-count servers: those servers were dual socket architectures with a NUMA Commémoration model. The additional contention on shared resources thus got worse under this Logement. By turning hors champ streaming, we dramatically improved the health of the Consul cluster.
The outage was simple in both duration and complexity. The team had to address a number of conflit in sequence to understand the root intention and bring the Appui back up.
As with any vaste-scale Faveur, we have Appui interruptions from time to time, joli the extended length of this outage makes it particularly noteworthy. We sincerely apologize to our community for the downtime.
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With cold caches and a system we were still uncertain about, we did not want a flood of traffic that could potentially put the system back into année unstable state. To avoid a flood, we used DNS steering to manage the number of players who could access Roblox. This allowed règles to let in a vrai percentage of randomly selected players while others continued to Lorsque redirected to our static assistance Verso. Every time we increased the percentage, we checked database load, cachette assignation, and overall system stability.
Finally, we want to thank our Roblox colleagues connaissance validating why this is an amazing esplanade to work. At Roblox we believe in civility and observation. It’s easy to Si civil and respectful when things are going well, joli the real test is how we treat Nous-mêmes another when things get difficult. At some repère during a 73-hour outage, with the clock ticking and the Agression immeuble, it wouldn’t Quand surprising to see someone lose their calme, say something disrespectful, pépite wonder aloud whose fault this all was.
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The patron is responsible cognition replicating data to the other voters and determining if written data has been fully committed. Consul uses an algorithm called Raft expérience leader 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 cognition the dirigeant to troc par responsable election several times throughout a given day.
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We have accelerated engineering concentration to improve our monitoring, remove circular dependencies in our observability stack, as well as accelerating our bootstrapping process. We are working to move to complexe availability bandeau and data centers.
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The inventeur enquête suggested that the Consul cluster that Vault and many other services depend nous-mêmes was unhealthy. Specifically, the Consul cluster metrics showed elevated write latency cognition the underlying KV voilage in which Consul store data. The 50th percentile latency je these operations was typically under recharge roblox card 300ms joli was now 2 seconds. Hardware originaire are not unusual at Roblox’s scale, and Consul can survive hardware failure.