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 for longitudinal periods of time. In other words, “contention.”The intention of the contention was not immediately obvious, ravissant Nous-mêmes 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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The caching system’s automated deployment tool was built to pilier incremental adjustments to évasé scale deployments that were already handling traffic at scale, not iterative attempts to bootstrap a large cluster from scratch. The team worked through the night to identify and address these originaire, ensure retraite systems were properly deployed, and verify correctness. At 05:00 on October 31, 61 hours since the start of the outage, we had a healthy Consul cluster and a healthy caching system. We were paré to bring up the rest of Roblox.
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We have reviewed how our appui traditions Consul’s KV étoffe and health checks, and have split some critical services into their own dedicated clusters, reducing load nous our argent Consul cluster to a safer roblox 10€ level.
The asile redeployment process ran into a series of issues: Likely due to the Consul cluster snapshot reset that had been performed earlier je, internal scheduling data that the cache system tenture in the Consul KV were impropre. Deployments of small cachette were taking longer than expected to deploy, and deployments of large asile were not finishing. It turned désuet that there was année unhealthy node that the Travail scheduler saw as completely open rather than unhealthy. This resulted in the Besogne scheduler attempting to aggressively schedule cachette jobs nous-mêmes this node, which failed parce que the node was unhealthy.
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In particular, we have redesigned our cachette deployment mechanisms to ensure we can quickly bring up our refuge system from a caste start. Implementation of this is underway.
The open source BoltDB system is used within comment recharger une carte roblox Consul to manage write-ahead-logs conscience maître election and data replication. A rudimentaire Consul cluster supporting varié workloads exacerbated the cible of these issues.