---
title: Blog posts tagged "high availability"
description: Canonical makes open source secure, reliable and easy to use, providing
  support for Ubuntu and a portfolio of enterprise-grade technologies. Founded in
  2004, Canonical operates globally with team members in over 80 countries.
url: https://canonical.com/blog/tag/high-availability?format=md
---

# Blog posts tagged "high availability"

#### [Four Challenges for ML data pipeline](https://canonical.com/blog/four-challenges-for-ml-data-pipeline)

Data pipelines are the backbone of Machine Learning projects. They are responsible for collecting, storing, and processing the data that is used to train and deploy machine learning models. Without a data pipeline, it would be very difficult to manage the large amounts of data that are required for machine learning projects. For this long

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AI

#### [Patterns to achieve database High Availability](https://canonical.com/blog/database-high-availability)

The cost of database downtime A study from ManageForce estimated the cost of a database outage to be an average of $474,000 per hour. Long database outages are the result of poor design concerning high availability. With the exponential growth of data that is generated over the internet (which is expected to reach 180 zeta-bytes

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Cloud and server

#### [MicroK8s HA tech preview is now available](https://canonical.com/blog/microk8s-ha-tech-preview-is-now-available)

High availability (HA) for MicroK8s, the lightweight Kubernetes, is now available as a tech preview for Linux, Windows and macOS. The Kubernetes control plane can now be distributed across multiple nodes, bringing resiliency to the cluster while maintaining a low footprint using Dqlite, the distributed SQL engine as the Kubernetes datasto

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Cloud and server