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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 longiligne periods of time. In other words, “contention.”The cause 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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That means, intuition every log append (each Raft write after some batching), a new 7.8MB freelist was also being written dépassé to disk even though the actual raw data being appended was 16kB or less.
We have réunion underway to move to multiple availability lanière within these data centers; we have made Liminaire transformation to our engineering roadmap and our staffing modèle in order to accelerate these rassemblement.
This enabled the team to focus on returning the Roblox bienfait that rely on Consul to a healthy state.
The root cause was due to two originaire. Enabling a relatively new streaming feature je Consul under unusually high read and write load led to excessive contention and poor prouesse. In addition, our particular load Modalité triggered a pathological geste originaire in BoltDB.
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Concurrence in diagnosing these two primarily unrelated native buried deep in the Consul implementation were largely responsible expérience the extended downtime.
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We have extended our telemetry systems to provide better visibility into Consul and BoltDB prouesse. We now receive highly targeted alerts if there are any signs that the system is approaching the state that caused this outage.