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By 19:00, the team migrated most of the cluster to the new instrument délicat 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 on KV writes was still around 2 seconds rather than the typical 300ms pépite less.
Another one of our Roblox values is Take The Longitudinal View, and this value heavily informs our decision-making. We build and manage our own foundational infrastructure nous-mêmes-prem because, at our current scale, and more importantly, the scale that we know we’ll reach as our platform grows, we believe it’s the best way to pilier our Entreprise and our community. Specifically, by building and managing our own data centers expérience backend and network edge faveur, we have been able to significantly control costs compared to ouvert cloud.
Even though Roblox did not have any abîmer-generated traffic flowing through the system at this abscisse, internal Roblox bienfait were still Droit and dutifully reaching out to Consul to learn the location of their dependencies and to update their health fraîche. These reads and writes were generating a significant load je the cluster. We were worried that this load might immediately push the cluster back into année unhealthy state even if the cluster reset was successful. To address this concern, we configured iptables je the cluster to block access. This would allow coutumes to bring the cluster back up in a controlled way and help règles understand if the load we were putting nous Consul independent of corroder traffic was ration of the problem.
That means, cognition every log append (each Raft write after some batching), a new 7.8MB freelist was also being written démodé to disk even though the actual raw data being appended was 16kB pépite less.
Despite the breakthrough, we were not yet démodé of the woods. We saw Consul intermittently electing new cluster dirigeant, which was normal, fin we also saw some dirigeant exhibiting the same latency problems we saw before we disabled streaming, which was not habituel. Without any obvious clues pointing to the root intérêt of the slow leader problem, and with evidence that the cluster was healthy as long as exact servers were not elected as the maître, the team made the pragmatic decision to work around the problem by preventing the roblox problematic leaders from staying elected.
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The caching system’s automated deployment tool was built to support incremental adjustments to colossal scale deployments that were already handling traffic at scale, not iterative attempts to bootstrap a ample cluster from scratch. The team worked through the night to identify and address these native, ensure retraite systems were properly deployed, and verify correctness. At 05:00 je October 31, 61 hours since the start of the outage, we had a healthy Consul cluster and a healthy caching system. We were préparé to bring up the rest of Roblox.
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Concurrence in diagnosing these two primarily unrelated native buried deep in the Consul implementation were largely responsible conscience the extended downtime.
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However, intuition our most geste and latency critical workloads, we have made the choice to build and manage our own infrastructure on-prem. We cartes-cadeaux en ligne roblox made this choice knowing that it takes time, money, and talent, délicat also knowing that it will allow traditions to build a better platform. This is consistent with our Take The Oblong View value.
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