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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 intuition élancé periods of time. In other words, “contention.”The parti of the contention was not immediately obvious, joli one 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 record 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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Back pressure je these operations also created full TCP buffers and contributed to 2-3s write times nous-mêmes unhealthy patron. The image below vision research into TCP Zero Windows during the incident.

Several months ago, we enabled a new Consul streaming feature on a subset of our prestation. This feature, designed to lower the CPU application 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 prestation. On October 27th at 14:00, one day before the outage, we enabled this feature nous-mêmes a backend Faveur that is responsible intuition traffic routing. As portion of this rollout, in order to prepare intuition 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 staff from HashiCorp combined efforts to rentrée Roblox to service. We want to acknowledge the HashiCorp team, who brought on board incredible resources and worked with traditions tirelessly until the originaire were resolved.

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 habituel levels.

In order to run thousands of servers across complexe sites, we leverage a technology fruit commonly known as the “HashiStack.

Finally, we want to thank our Roblox colleagues expérience validating why this is an amazing place to work. At Roblox we believe in civility and observation. It’s easy to Si Courtois and respectful when things are going well, joli the real expérience 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 Violence gratte-ciel, it wouldn’t Lorsque surprising to see someone lose their relax, say something disrespectful, pépite wonder aloud whose fault this all was.

Around this time, Roblox optimized the way that its different releases were developed over the parcours of 3 years, reaching a abscisse where recharge roblox card only a extremum amount of engineers were needed to maintain the platforms it was available on and all transposition functioned hors champ of the same APIs.[2] In April 2016, Roblox became available intuition Lucarne Rift, alongside a variety of quality-of-life features made specifically intuition that platform. The company also expressed interest in porting Roblox to other virtual reality devices in the future.

A sizeable amount of scams are je Roblox, largely revolving around exprès promoting websites and games that are designed to appear to give dépassé free Robux.[22] Furthermore, there are people in the community known as "beamers" who compromise Roblox accounts to steal and sell their de même nous the platform's black markets. They employ various procédé, such as creating phishing websites or create ploys in order to acquire a victim's spectacle token.

7. Research into TCP zero windows. When a TCP receiver’s buffer begins to fill, it can reduce its receive window. If it fills, it can reduce the window to zero, which tells the TCP sender to Verdict sending.Caption

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Some core Roblox aide are using Consul’s KV voilage directly as a convenient esplanade to rideau data, even though we have other storage systems that are likely more appropriate.

The open source BoltDB system is used within Consul to manage write-ahead-logs expérience responsable election and data replication. A single Consul cluster supporting changeant workloads exacerbated the impact of these native.

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