Guides

Multi-Instance GPUs

Use RAPIDS with Multi-Instance GPUs

Dask Cluster XGBoost with Dask Cluster

Multi-Instance GPU (MIG)

Infiniband on Azure

How to setup InfiniBand on Azure.

Microsoft Azure

How to Setup InfiniBand on Azure

Does the Dask scheduler need a GPU?

Guidance on Dask scheduler software and hardware requirements.

Dask

Does the Dask scheduler need a GPU?

Optimizing the Dask Scheduler on Kubernetes

Use a T4 for the scheduler to optimize resource costs on Kubernetes

Dask Kubernetes dask-operator

GPU optimization for the Dask scheduler on Kubernetes

Colocate worker pods on Kubernetes

Use pod affinity for the workers to optimize communication overhead on Kubernetes

Dask Kubernetes dask-operator

Colocate Dask workers on Kubernetes while using nodes with multiple GPUs

Caching Docker Images for autoscaling workloads

Prepull Docker Images while using the Dask Autoscaler on Kubernetes

Dask Kubernetes dask-operator

Caching Docker Images For Autoscaling Workloads

L4 on Google Cloud Platform

How to setup a VM instance on GCP with an L4 GPU.

Google Cloud Platform

L4 GPUs on a Google Cloud Platform (GCP)