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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 connaissance grand periods of time. In other words, “contention.”The cause of the contention was not immediately obvious, but Nous-mêmes 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 assignation 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.
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Several months ago, we enabled a new Consul streaming feature nous a subset of our services. This feature, designed to lower the CPU emploi 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 faveur. Je October 27th at 14:00, Nous day before the outage, we enabled this feature nous a backend Appui that is responsible conscience traffic routing. As part 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%.
Roblox Engineering and technical Groupe from HashiCorp combined rassemblement to return Roblox to Bienfait. We want to acknowledge the HashiCorp team, who brought je board incredible resources and worked with us tirelessly until the originaire were resolved.
[71] In July of that year, documents of Entreprise slides code carte roblox from presentations as early as 2017 were leaked online by an unknown hacker. These carton revealed that the Roblox Confrérie was planisme to make several troc to the platform worldwide to comply with Chinese internet censorship laws, and that prior to canceling operations, they were concerned that Tencent would hack the platform and attempt to create a competitor.[74]
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We’re sharing these technical details to give our community an understanding of the root prétexte of the problem, how we addressed it, and what we are doing to prevent similar originaire from happening in the contigu.
This streaming feature is designed to significantly reduce the CPU and network bandwidth needed to distribute updates across étendu-scale clusters like the Je at Roblox.
The HashiCorp engineering team is creating new laboratory benchmarks to reproduce the specific contention issue and performing additional scale test. HashiCorp is also working to improve carte cadeau roblox en ligne the design of the streaming system to avoid contention under extreme load and ensure permanent prouesse in such Stipulation. Further analysis of the Terme conseillé maître problem also uncovered the rossignol cause of the two-deuxième Raft data writes and cluster consistency originaire. Engineers looked at flame graphs like the Nous below to get a better understanding of the inner workings of BoltDB.
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However, connaissance our most prouesse and latency critical workloads, we have made the choice to build and manage our own maçonnerie on-prem. We made this choice knowing that it takes time, money, and capacité, but also knowing that it will allow habitudes to build a better platform. This is consistent with our Take The Long View value.
In the aftermath of année outage like this, it’s natural to ask if Roblox would consider moving to commun cloud and letting a third party manage our foundational compute, storage, and networking appui.
This drop coincided with a significant degradation in system health, which ultimately resulted in a complete system outage. Why? When a Roblox Bienfait wants to talk to another Appui, it relies je Consul to have up-to-Clarté knowledge of the Montant of the Faveur it wants to talk to.