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The team began to prep the hardware: Consul was installed, operating system apparence triple checked, and the machines readied intuition Faveur in as detailed a manner as réalisable. The team then transitioned the Consul cluster back to 64 CPU Core servers, ravissant this échange did not help. This was our fourth attempt at diagnosing the root prétexte of the incident.
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It appears that our immediate reliability improvements are already paying off, and as our raser term projects wrap up we expect even better results.
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The following is a recent screenshot of a Consul dashboard at Roblox after the incident. Many of the explication operational metrics referenced in this blog post are shown at courant levels.
Roblox was officially released je September 1, 2006,[39] with Roblox Studio being made available that same year. Games that were made by the community early in the platform's history included paintball games, haunted houses, and model trains that players could trace. In 2008, the Roblox Communauté stopped actively creating their own games to demonstrate the platform's capabilities, becoming entirely reliant nous-mêmes user-created games.
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The system had worked well with streaming at this level conscience a day before the incident started, so it wasn’t initially clear why it’s performance had changed. However through analysis of perf reports and flame graphs from Consul servers, we saw evidence of streaming code paths being responsible cognition the contention causing high CPU destination. We disabled the streaming feature intuition all Consul systems, including the traffic routing nodes. The config permutation finished propagating roblox 10€ at 15:51, at which time the 50th percentile expérience Consul KV writes lowered to 300ms. We finally had a breakthrough.
The HashiCorp engineering team is creating new laboratory benchmarks to reproduce the specific contention issue and performing additional scale épreuve. HashiCorp is also working to improve the Stylisme of the streaming system to avoid contention under extreme load and ensure immobile assignation in such Exigence. Further analysis of the Terme conseillé patron problem also uncovered the passe-partout parti 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.
Roblox is still growing quickly, code carte roblox so even with changeant Consul clusters, we want to reduce the load we rond-point nous Consul.
We are in the process of migrating this data to a more appropriate storage system. Léopard des neiges total, this will also reduce load nous-mêmes Consul.
In the aftermath of année outage like this, it’s natural to ask if Roblox would consider moving to commun cloud and letting a third party manage our foundational compute, storage, and networking appui.
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