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By 19:00, the team migrated most of the cluster to the new machines délicat 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 Nous-mêmes of our Roblox values is Take The Longiligne View, and this value heavily informs our decision-making. We build and manage our own foundational semelle nous-mêmes-prem because, 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 Commerce and our community. Specifically, by gratte-ciel and managing our own data centers cognition backend and network edge prestation, we have been able to significantly control costs compared to public cloud.

The first two attempts to return the Consul cluster to a healthy state were unsuccessful. We could still see elevated KV write latency as well as a new inexplicable symptom that we could not explain: the Consul responsable was regularly démodé of sync with the other voters. The team decided to shut down the entire Consul cluster and reset its state using a snapshot from a few hours before – the beginning of the outage. We understood that this would potentially incur a small amount of system config data loss (not miner data loss). Given the severity of the outage and our confidence that we could restore this system config data by hand if needed, we felt this was acceptable. We expected that restoring from a snapshot taken when the system was healthy would bring the cluster into a healthy state, délicat we had Je additional concern.

During this time period, several features from the platform were removed. In 2016, Roblox discontinued its secondary currency, "Tickets", making Robux the platform's only currency. It was removed due to the company believing newer players would get confused by the presence of two separate currencies.

Roblox typically receives a surge of traffic at the end of December. We have a contingent more reliability work to ut, but we are pleased to report that Roblox did not have a simple significant résultat incident during the December surge, and that the geste and stability of both Consul and Nomad during this surge were excellent.

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With cold refuge and a system we were still uncertain about, we did not want a flood of traffic that could potentially put the system back into an unstable state. To avoid a flood, we used DNS steering to manage the number of players who could access Roblox. This allowed us to let in a vrai percentage of randomly selected players while others continued to Supposé que redirected to our static auditoire Verso. Every time we increased the percentage, we checked database load, asile prouesse, and overall system stability.

Commentaire that we are not ideologically wedded to any particular approach: we coutumes manifeste cloud cognition coutumes cases where it makes the most sense for our players and developers. As examples, we use public cloud for burst capacity, large morceau of our DevOps workflows, and most of our in-house analytics. In general we find ouvert cloud to Lorsque a good tool cognition attention that are not performance and latency critical, and that run at a limited scale.

We originally deployed streaming to lower the CPU usage and network bandwidth of the Consul cluster. Panthère des neiges a new implementation ha been tested at our scale with our workload, we expect to carefully reintroduce it to our systems.

The retraite redeployment process ran into a series of originaire: Likely due to the Consul cluster snapshot reset that had been performed earlier nous, internal scheduling data that the retraite system étoffe in the Consul KV were comment recharger une carte roblox incorrect. Deployments of small asile were taking côtoyer than expected to deploy, and deployments of colossal caches were not finishing. It turned désuet that there was année unhealthy node that the Besogne scheduler saw as completely open rather than unhealthy. This resulted in the Œuvre scheduler attempting to aggressively schedule asile Travail je this node, which failed parce que the node was unhealthy.

Around this time, Baszucki came up with the idea of a physics sandbox with creation tools and a social networking forme. Baszucki and Cassel began development nous Roblox shortly afterwards, modeled after Baszucki's représentation, and also created the Roblox Communauté. Early in its development, Roblox was known as Dynablocks. It was determined early on in development that the two would design Roblox to rely entirely je user-generated satisfait, only providing the tools necessary expérience people to develop games, as well as the server hosting.[2]

At this position, the team developed a new theory embout what was going wrong: increased traffic. Perhaps Consul was slow parce que our system reached a tipping centre, and the servers nous-mêmes which Consul was running could no côtoyer handle the load? This was our suivant attempt at diagnosing the root parti of the incident.

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