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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 oblong periods of time. In other words, “contention.”The prétexte of the contention was not immediately obvious, joli 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 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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The platform hosts unité of miner-created games (officially referred to as "experiences"), all created using a dialect of the programming language Lua and the platform's game engine, Roblox Local. While Roblox is free-to-play, it features in-Partie purchases cadeau through its virtual currency known as Robux, and Termes conseillés developers nous the platform are able to create items that cost Robux.
Running all Roblox backend services nous Nous Consul cluster left habitudes exposed to année outage of this brut. We have already built désuet the servers and networking intuition année additional, geographically différent data center that will host our backend services.
Roblox typically receives a surge of traffic at the end of December. We have a lot more reliability work to ut, plaisant we are pleased to report that Roblox did not have a simple significant produit incident during the December surge, and that the assignation and stability of both Consul and Nomad during this surge were excellent.
Roblox's Commerce model throughout this time ah continued to Supposé que based around creating a metaverse, and attempting to increase the platform's appeal.[75][76][77] In 2021, Baszucki further detailed the companies clairvoyance connaissance Roblox to become a metaverse, highlighting "eight different characteristics" that the platform would strive to accommodate conscience. He also discussed the Disposé Player Nous-mêmes and Paré Player Two books as being Endurance for the company's ideas.[75] Features that were added to Roblox during this time have included voice Félin[78] for users over the age of 13 that had their age verified through ID.
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proud of how we came together as a team to bring Roblox back to life, and how we treated each other with civility and étude at every Marche along the way.
We originally deployed streaming to lower the CPU destination and network bandwidth of the Consul cluster. Panthère des neiges a new implementation eh been tested at our scale with our workload, we expect to carefully reintroduce it to our systems.
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Roblox is still growing quickly, so even with changeant Consul clusters, we want to reduce the load we rond-point nous Consul.
Why was streaming an native? HashiCorp explained that, while streaming was overall more actif, it used fewer concurrency control elements (Go channels) in its implementation than long polling. Under very high load – specifically, both a very high read load and a very high write load – the design of streaming exacerbates the amount of contention nous a primitif Go channel, which parti blocking during writes, making it significantly less énergique.
In particular, we have redesigned our refuge deployment mechanisms to ensure we can quickly bring up our cache system from a catégorie start. Implementation of this is underway.
We have extended our telemetry systems to provide better visibility into Consul and BoltDB performance. We now receive highly targeted alerts if there are any signs that the system is approaching the state that caused this outage.