We have also extended our telemetry systems to provide more visibility into the traffic inmodelé between Roblox prestation and Consul. This additional visibility into the behavior and assignation of our system at complexe levels ha already helped traditions during system upgrades and debugging session.
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The first two attempts to rentrée 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 chef 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 miner 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 convenable. 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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With cold cachette and a system we were still uncertain about, we did not want a flood of traffic that could potentially put the system back into an unstable state. To avoid a flood, we used DNS steering to manage the number of players who could access Roblox. This allowed coutumes to let in a véridique percentage of randomly selected players while others continued to Lorsque redirected to our static maintenance Écrit. Every time we increased the percentage, we checked database load, cachette record, and overall system stability.
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The HashiCorp engineering team is creating new laboratory benchmarks to reproduce the specific contention issue and performing additional scale expérience. HashiCorp is also working to improve the Stylisme of the streaming system to avoid contention under extreme load and roblox 10€ ensure fixe assignation in such conditions. Further analysis of the Alangui dirigeant problem also uncovered the passe-partout cause of the two-deuxième Raft data writes and cluster consistency originaire. Engineers looked at flame graphs like the Nous below to get a better understanding of the inner workings of BoltDB.
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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 instrument had 128 cores (a 2x increase) and newer, faster NVME SSD disks.
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We have extended our telemetry systems to provide better visibility carte cadeau roblox 10€ into Consul and BoltDB performance. We now receive highly targeted alerts if there are any signs that the system is approaching the state that caused this outage.