M1 with 16gb of memory vs 16 vcpu Xeon with 128g, my laptop absolutey trounces it.
M1 with 16gb of memory vs 16 vcpu Xeon with 128g, my laptop absolutey trounces it.
EBS has a latency of around 2 ms.
SSD has a latency of around of around 0.25 ms.
A relational database will have around 10x the performance on an SSD compared to EBS because relational databases need to ensure data has been fully written to disk.
A separate set of behavior exists for RDS Aurora, which isn't using EBS underneath, so it might be worth looking into the Aurora latency characteristics (vs. cost, of course; Aurora ain't cheap) if you're concerned about the performance impact of EBS-vs-local-disk.
Million dollar database bills do not happen outside of the cloud world.
Laughs in Oracle per-CPU licensing terms
We used on-prem DB server and fat clients. After a long debugging session I hadn't found anything. Gradping at straws I asked what kind of network they ran.
Turned out the clients all ran on laptops connected through Wi-Fi... so yeah 10x latency turned into 10x longer job.
It's the difference between using SSD and EBS for your disk storage.