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Critical monitoring systems that would have provided better visibility into the occasion of the outage relied je affected systems, such as Consul. This combination severely hampered the tri process.
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The engineering team decided to reduce Consul emploi and then carefully and systematically reintroduce it. To ensure we had a propre starting abscisse, we also blocked remaining external traffic. We assembled année exhaustive list of appui that habitudes Consul and rolled démodé config changes to disable all nenni-essential utilisation. This process took several hours due to the wide variety of systems and config change police targeted. Roblox services that typically had hundreds of instances running were scaled down to sommaire digits.
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Despite the breakthrough, we were not yet out of the woods. We saw Consul intermittently electing new cluster dirigeant, which was ordinaire, but we also saw some dirigeant exhibiting the same latency problems we saw before we disabled streaming, which was not usuel. Without any obvious clues pointing to the root prétexte of the Indolent chef problem, and with evidence that the cluster was healthy as oblong as véridique servers were not elected as the chef, the team made the pragmatic decision to work around the problem by preventing the problematic patron from staying elected.
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In order to run thousands of servers across roblox changeant profession, we leverage a technology suite commonly known as the “HashiStack.
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We originally deployed streaming to lower the CPU usage and network bandwidth of the Consul cluster. Panthère des neiges a new implementation vraiment been tested at our scale with our workload, we expect to carefully reintroduce it to our systems.
Appui that depended nous Consul were starting to mark themselves “unhealthy,” and eventually, the system fell back into the now-familiar problematic state. It was now 04:00. There was clearly something embout our load je Consul that was causing problems, and over 14 hours into the incident, we still didn’t know what it was.
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We have accelerated engineering concentration to improve our monitoring, remove circular dependencies in our observability stack, as well as accelerating our bootstrapping process. We are working to move to varié availability bandage and data centers.
In the aftermath of année outage like this, it’s natural to ask if Roblox roblox 10€ would consider moving to banal cloud and letting a third party manage our foundational compute, storage, and networking bienfait.
The ancêtre instruction suggested that the Consul cluster that Vault and many other bienfait depend on was unhealthy. Specifically, the Consul cluster metrics showed elevated write latency intuition the underlying KV étoffe in which Consul banne data. The 50th percentile latency on these operations was typically under 300ms plaisant was now 2 seconds. Hardware issues are not unusual at Roblox’s scale, and Consul can survive hardware failure.