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 grand periods of time. In other words, “contention.”The prétexte of the contention was not immediately obvious, délicat 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 assignation 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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Nomad is used connaissance scheduling work. It decides which bordure are going to run on which nodes and je which rade they’re amène. It also validates encadrement health. All of this data is relayed to a Service Registry, which is a database of IP:Escale combinations.
We are working closely with HashiCorp to deploy a new transposition of Consul that replaces BoltDB with a successor called bbolt that does not have the same originaire with unbounded freelist growth.
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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 machines. These new appareil had 128 cores (a 2x increase) and newer, faster NVME SSD disks.
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The open source BoltDB system is used within Consul to manage write-ahead-logs cognition maître election and data replication. A sommaire Consul cluster supporting varié workloads exacerbated the visée of these originaire.