Building a GPU Cluster with Kubernetes - the First Steps

Introduction

About a month ago, I wrote an article about building a GPU cluster using kubernetes in this article. At that time, the GPU pod was in Pending state and did not work. After that, I managed to get it to work thanks to the advice of a certain person, so I’ll summarize it here.

In my environment, there is a problem that the GPU pod does not start up until a certain node is started, and furthermore, I have not been able to specify GPUs in a node, specify nodes, and so on, which is what I assumed, so I decided to call it “the first step”.

[Read More]

GPU cluster construction with Kubernetes (not yet completed)

Motivation

I took on the challenge of creating a GPU cluster using multiple workstations I have set up at home to study Kubernetes.

It was a hurdle for me, as I was new to Kubernetes. This is because I had to learn from the documentation whether the operations were necessary only during installation or when building the cluster (during operation).

As it stands, the GPU cluster is not operational! This document is incomplete.

[Read More]