Yusong Wang

While each AWS service provides a management console, you sometimes need more operational information to determine whether the service is acting as you expect and your services or workloads are running efficiently.

Running Kubernetes pods in parallel across multiple nodes to efficiently train large models is difficult. Scaling compute resources, setting up drivers and networking, and scheduling pods to maximize instance utilization is not only challenging, it’s undifferentiated heavy lifting.