The solution, traditionally, was brutalist engineering: Throw more servers at it. But leadership had cut the cloud budget. Maya couldn’t add nodes; she had to optimize.
If that question keeps you up at night (in a good way), Pepperdata has a seat for you at the control plane. pepperdata careers
Most engineers know the pain of the "noisy neighbor"—that one runaway query that starves the other 99 applications on the same cluster. Pepperdata doesn’t just monitor this; it autonomously fixes it in real-time. They built the industry’s first platform for workload-aware auto-scaling and capacity optimization for Kubernetes, Hadoop, and Spark. pepperdata careers