Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Jan 6, 2025 · Cloud Native

How Fluid Enables Seamless Dynamic Dataset Mounting for Cloud‑Native AI Development

PAI‑DSW leverages the Fluid project to provide a cloud‑native AI development platform where data scientists can dynamically mount and unmount OSS datasets on running Kubernetes pods without restarting, improving workflow efficiency and addressing the challenges of heterogeneous data source management in AI engineering.

AI developmentCloud NativeFluid
0 likes · 18 min read
How Fluid Enables Seamless Dynamic Dataset Mounting for Cloud‑Native AI Development
Infra Learning Club
Infra Learning Club
Jan 4, 2025 · Cloud Native

How GPU Devices Are Dynamically Mounted to Kubernetes Pods

This article dissects the GPUMounter project's implementation of dynamic GPU device mounting to a pod, detailing the roles of cgroups (v1 and v2) and Linux namespaces, and provides step‑by‑step command‑line examples and a CLI tool for practical use.

GPUKubernetescgroups
0 likes · 13 min read
How GPU Devices Are Dynamically Mounted to Kubernetes Pods
Open Source Linux
Open Source Linux
Mar 29, 2021 · Operations

How to Use autofs for Dynamic Mounting on Linux Servers

This guide explains why static entries in /etc/fstab can waste resources, introduces the autofs daemon for on‑demand mounting, and walks through installing autofs, configuring master and sub‑map files, enabling the service, and verifying automatic CD mounting on a Linux server.

Linuxautofsdynamic mounting
0 likes · 7 min read
How to Use autofs for Dynamic Mounting on Linux Servers