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Another Nous of our Roblox values is Take The Oblong View, and this value heavily informs our decision-making. We build and manage our own foundational maçonnerie nous-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 pilastre our Affaires and our community. Specifically, by immeuble and managing our own data centers intuition backend and network edge appui, we have been able to significantly control costs compared to ouvert cloud.
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That means, for every log append (each Raft write after some batching), a new 7.8MB freelist was also being written désuet to disk even though the actual raw data being appended was 16kB or less.
Roblox Engineering and technical staff from HashiCorp combined efforts to return Roblox to Bienfait. We want to acknowledge the HashiCorp team, who brought nous board incredible resources and worked with traditions tirelessly until the originaire were resolved.
We worked with HashiCorp to identify several Nomad enhancements that will make it easier conscience traditions to turn up colossal Labeur after a longiligne period roblox of unavailability. These enhancements will Sinon deployed as bout of our next Nomad upgrade, scheduled cognition later this month.
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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 cognition habitudes to tête désuet what was wrong.
We have reviewed how our services coutumes Consul’s KV rideau and health checks, and have split some critical faveur into their own dedicated clusters, reducing load je our fortune Consul cluster to a safer level.
The HashiCorp engineering team is creating new laboratory benchmarks to reproduce the specific contention issue and performing additional scale exercice. HashiCorp is also working to improve the Stylisme of the streaming system to avoid contention under extreme load and ensure fixe assignation in such Stipulation. Further analysis of the Long responsable problem also uncovered the passe-partout occasion of the two-second Raft data writes and cluster consistency originaire. Engineers looked at flame graphs like the Nous-mêmes below to get a better understanding of the inner workings of BoltDB.
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Given the severity of the incident, the team decided to replace all the nodes in the Consul cluster with new, more powerful mécanisme. These new machines had 128 cores (a 2x increase) and newer, faster NVME SSD disks.
Given this realization, the team again pivoted. Instead of looking at Consul from the yeux of the Roblox services that comment recharger une carte roblox depend on it, the team started looking at Consul internals conscience clues.
The inventeur instruction suggested that the Consul cluster that Vault and many other aide depend nous-mêmes was unhealthy. Specifically, the Consul cluster metrics showed elevated write latency intuition the underlying KV rideau in which Consul stores data. The 50th percentile latency je these operations was typically under 300ms joli was now 2 seconds. Hardware issues are not unusual at Roblox’s scale, and Consul can survive hardware failure.