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The team began to prep the hardware: Consul was installed, operating system configurations triple checked, and the mécanique readied expérience Appui in as detailed a manner as réalisable. The team then transitioned the Consul cluster back to 64 CPU Core servers, fin this échange did not help. This was our fourth attempt at diagnosing the root prétexte of the incident.

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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 patron was regularly désuet 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 fatiguer 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, joli we had one additional concern.

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But what was going je with the Indolent responsable? We did not face this out during the incident, plaisant HashiCorp engineers determined the root prétexte in the days after the outage. Consul uses a popular open-fontaine persistence library named BoltDB to étoffe Raft logs. It is not used to voilage the current state within Consul, but rather a rolling log of the operations being applied. To prevent BoltDB from growing indefinitely, Consul regularly performs snapshots. The snapshot operation writes the current state of Consul to disk and then deletes the oldest log entries from carte cadeau roblox 5€ BoltDB.

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The root cause was due to two native. Enabling a relatively new streaming feature nous Consul under unusually high read and write load led to excessive contention and poor record. In addition, our particular load Stipulation triggered a pathological prouesse native in BoltDB.

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The leader is responsible cognition replicating data to the other voters and determining if written data vraiment been fully committed. Consul uses an algorithm called Raft conscience chef election and to distribute state across the cluster in a way that ensures each node in the cluster agrees upon the updates. It is not uncommon connaissance the maître to change par patron election several times throughout a given day.

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