Is containerd a practical production choice for Windows Server containers?
A client requires our software to run on Windows Server 2022 or newer. The application is written in Go and is currently packaged for Linux with Docker Compose…
GPU workloads
How should I use my remaining $3,000 in AWS Startup Credits before they expire?
I have roughly $3,000 USD left in AWS Startup Credits, and they expire in a couple of days. Are there worthwhile, controlled ways to use them for experiments,…
What Kubernetes platform is best for a reliable on-premises GPU cluster?
I've been asked to design a highly available, fault-tolerant on-premises Kubernetes environment for GPU-based workloads. The target is roughly 1,000 registered users, with about 50 users per day,…
What Kubernetes platform is best for a reliable on-premises GPU cluster?
I've been asked to design a highly available, fault-tolerant Kubernetes environment for on-premises GPU workloads. The system may serve roughly 1,000 registered users, with around 50 active users…
When does a startup actually need Kubernetes for multi-tenant jobs and GPU workloads?
I'm deciding whether to use Kubernetes for a startup platform and would appreciate lessons from people who have made this decision in production. Assume the team can learn…