Que signifie?

Que signifie?

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By 19:00, the team migrated most of the cluster to the new mécanique joli the cluster was still not healthy. The cluster was reporting that a majority of nodes were not able to keep up with writes, and the 50th percentile latency nous-mêmes KV writes was still around 2 seconds rather than the typical 300ms pépite less.

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Roblox typically receives a surge of traffic at the end of December. We have a part more reliability work to ut, plaisant we are pleased to report that Roblox did not have a single significant recette incident during the December surge, and that the assignation and stability of both Consul and Nomad during this surge were charitable.

[71] In July of that year, documents of business slides from presentations as early as 2017 were leaked online by année unknown hacker. These chemise revealed that the Roblox Confrérie was planisme to make several troc to the platform worldwide to comply with Chinese internet censorship laws, and that prior to canceling operations, they were concerned that Tencent would hack the platform and attempt to create a competitor.[74]

The caching system’s automated deployment tool was built to pilier incremental adjustments to large scale deployments that were already carte cadeau roblox 5€ 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 native, ensure refuge systems were properly deployed, and verify correctness. At 05:00 nous-mêmes October 31, 61 hours since the start of the outage, we had a healthy Consul cluster and a healthy caching system. We were mûr to bring up the rest of Roblox.

There was a circular dependency between our telemetry systems and Consul, which meant that when Consul was unhealthy, we lacked the telemetry data that would have made it easier intuition règles to faciès désuet what was wrong.

The system had worked well with streaming at this level cognition a day before the incident started, so it wasn’t initially clear why it’s prouesse had changed. However through analysis of perf reports and flame graphs from Consul servers, we saw evidence of streaming code paths being responsible connaissance the contention causing high CPU emploi. We disabled the streaming feature cognition all Consul systems, including the traffic routing nodes. The config échange finished propagating at 15:51, at which time the 50th percentile cognition Consul KV writes lowered to 300ms. We finally had a breakthrough.

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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 instrument. These new mécanique had 128 cores (a 2x increase) and newer, faster NVME SSD disks.

Given this realization, the team again pivoted. Instead of looking at Consul from the vue of the Roblox aide that depend nous it, the team started looking at Consul internals cognition clues.

We have extended our telemetry systems to provide better visibility into Consul and BoltDB record. We now receive highly targeted alerts if there are any signs that the system is approaching the state that caused this outage.