Netflix has been the worst performing and lowest quality video stream of any of the streaming services. Fuzzy video, lots of visual noise and artifacts. Just plan bad and this is on the 4k plan on 1GB fiber on a 4k Apple TV. I can literally tell when someone is watching Netflix without knowing because it looks like shit.
It’s a bit confusing to me exactly what went wrong. I think that when you have a redis/valkey cluster with multiple nodes and you use the cluster uri, there must be some kind of load balancer or custom routing. When we would attempt to connect to valkey the connection would look good, but when we would submit commands to it they would never execute. We had written our application so that it would operate with no issue (just slower) if the cache goes down. In this case, connections looked good but no work was actually being done. AWS support suggested we restart the nodes but because they were not responding they never shut down … or at least it took a really long time. They were never able to tell us what actually happened. My guess is that valkey command execution got stuck somehow but was still able to create new connections.
I run Redis across dozens of applications. So when Valkey became available for a discounted price on AWS I was excited. We finally got around to trying it out about 2 months ago and all was going well. No noticeable difference in performance. Until Valkey just died. It died in such a way that AWS still thought it was running happily but it was completely offline. It took 12+ hours for it to come up again and then it happened again... AWS researched the issue for 2 weeks and couldn't figure it out. It will be a long time before we attempt to use Valkey for anything critical in the future. We since have replace that Valkey with Redis under the same workload and have no issues.
I’m lost at why a DB (Cassandra) with better write performance than read performance was ever selected for a messaging system. I feel like it’s obvious that a message will be read more than it is written (once).