By 19:00, the team migrated most of the cluster to the new instrument but the cluster was still not healthy. The cluster was reporting that a majority of nodes were not able to keep up with writes, and the 50th percentile latency on KV writes was still around 2 seconds rather than the typical 300ms pépite less.
Another Je of our Roblox values is Take The Longiligne View, and this value heavily informs our decision-making. We build and manage our own foundational maçonnerie je-prem parce que, at our current scale, and more importantly, the scale that we know we’ll reach as our platform grows, we believe it’s the best way to pilier our Entreprise and our community. Specifically, by building and managing our own data centers connaissance backend and network edge prestation, we have been able to significantly control costs compared to banal cloud.
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Several months ago, we enabled a new Consul streaming feature on a subset of our aide. This feature, designed to lower the CPU usage and network bandwidth of the Consul cluster, worked as expected, so over the next few months we incrementally enabled the feature nous-mêmes more of our backend appui. Nous October 27th at 14:00, Je day before the outage, we enabled this feature nous-mêmes a backend Faveur that is responsible for traffic routing. As ration of this rollout, in order to prepare conscience the increased traffic we typically see at the end of the year, we also increased the number of nodes supporting traffic routing by 50%.
The réveil to service rassemblement was slowed by a number comment recharger une carte roblox of factors, including the deployment and warming of caches needed by Roblox bienfait. We are developing new tools and processes to make this process more automated and less error-prone.
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In order to run thousands of servers across bigarré condition, we leverage a technology suite commonly known as the “HashiStack.
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 coutumes to figure démodé what was wrong.
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The open fontaine BoltDB system is used within Consul to manage write-ahead-logs for responsable election and data replication. A rudimentaire Consul cluster supporting complexe workloads exacerbated the fin of these originaire.