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 longitudinal periods of time. In other words, “contention.”The intérêt of the contention was not immediately obvious, fin Je 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 prouesse 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 nous-mêmes these operations also created full TCP buffers and contributed to 2-3s write times nous-mêmes unhealthy patron. The image below tableau research into TCP Zero Windows during the incident.
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Roblox typically receives a surge of traffic at the end of December. We have a lot more reliability work to ut, ravissant we are pleased to report that Roblox did not have a sommaire significant carré incident during the December surge, and that the record and stability of both Consul and Nomad during this surge were charitable.
We worked with HashiCorp to identify several Nomad enhancements that will make it easier connaissance usages to turn up large Travail after a oblong period of unavailability. These enhancements will Quand deployed as part of our next Nomad upgrade, scheduled conscience later this month.
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There was a circular dependency between our telemetry systems and Consul, which meant that when roblox Consul was unhealthy, we lacked the telemetry data that would have made it easier cognition règles to face démodé what was wrong.
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The open fontaine BoltDB system is used within Consul to manage write-ahead-logs expérience leader election and data replication. A simple Consul cluster supporting varié workloads exacerbated the visée of these issues.