Self-hosting tools for ML ops/experiment management (e.g. wandb or kubeflow)

This page summarizes the projects mentioned and recommended in the original post on /r/selfhosted

InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured

  • manifests

    A repository for Kustomize manifests

    • For context, I run a local baremetal k8s cluster distributed over a number of machines and I've tried both [wandb](https://wandb.ai/site) and [kubeflow](https://www.kubeflow.org/), finding them to be a serious headache to manage in a local deployment. Almost none of the self-hosted builds they provide work out of the box, there's a frequent issues that have caused me significant amounts of data loss, and there are several known issues on both projects that have been open for years that make for my particular use-case difficult (e.g. [access outside of the cluster requiring a bunch of yak shaving](https://github.com/kubeflow/manifests/issues/974)).

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

Suggest a related project

Related posts

  • Secureblue: Hardened Fedora Atomic Images, F40 Release

    2 projects | news.ycombinator.com | 23 Apr 2024

  • What's the easiest way to create a Christmas Collection?

    1 project | /r/PleX | 4 Nov 2022

  • Plex Meta Manager has completely changed the look of my Plex server.

    2 projects | /r/PleX | 18 Jul 2022

  • Ubuntu VPS security: is CIS enough?

    1 project | /r/devops | 23 Nov 2023

  • Windows Security Compliance project

    1 project | /r/Intune | 27 Oct 2023