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Introduction to Distributed Storage Series

Locally deploy a distributed storage cluster using k8s, Ceph and Rook

Updated
2 min read
Introduction to Distributed Storage Series
M
I have been hardening enterprise systems since the era of vSphere 5, Linux 3, and Python 3. My career tracked the transition from legacy hardware to All-Flash and Software-Defined Storage. Today, I architect high-scale Python automation for Block, File, and Object storage tailored for the AI age.

Understanding Distributed Storage

Distributed storage systems spread data across multiple nodes or machines, offering benefits like high availability, fault tolerance, and scalability. These systems ensure data remains accessible even if some nodes fail. The implementation of these features varies across products.

Key Components

  • Data Distribution: Information is split and stored across multiple nodes

  • Replication: Data is copied to multiple locations for redundancy

  • Consistency: Mechanisms to ensure data remains synchronized across nodes

  • Load Balancing: Even distribution of storage and access load across nodes

Kubernetes Storage Architecture

Kubernetes provides a robust framework for container orchestration, including storage management through:

  • Persistent Volumes (PV): Storage resources in the cluster

  • Persistent Volume Claims (PVC): Storage requests by applications

  • Storage Classes: Different types of storage with varying performance characteristics

Ceph: A Distributed Storage Solution

Ceph is a highly scalable distributed storage system that provides:

  • Object Storage: Through RADOS Gateway (RGW)

  • Block Storage: Through RADOS Block Device (RBD)

  • File Storage: Through CephFS

Ceph achieves high reliability through data replication and self-healing capabilities.

Rook: Bridging Kubernetes and Ceph

Rook acts as a storage orchestrator that integrates Ceph with Kubernetes:

  • Automated Management: Handles deployment, configuration, and scaling of Ceph clusters

  • Native Integration: Provides storage services directly to Kubernetes applications

  • Operator Pattern: Uses Kubernetes operators for automated management and maintenance

  • Storage Classes: Creates and manages Kubernetes storage classes for Ceph storage

Benefits of the Combined Stack

Using Kubernetes with Ceph through Rook provides:

  • Cloud-Native Storage: Fully containerized storage solution

  • Dynamic Provisioning: Automatic storage allocation based on application needs

  • High Availability: Resilient storage infrastructure with automated failover

  • Scalability: Easy scaling of both compute and storage resources

In this series, we will deploy a distributed storage cluster locally. We'll start by creating VMs for multi-node clusters, then set up multi-node Kubernetes and Ceph clusters. Finally, we'll integrate Kubernetes and Ceph using Rook. Here’s a birds’ eye view:

Distributed Storage

Part 4 of 4

In this series, we will deploy a distributed storage cluster locally. Start by creating VMs to deploy multi node clusters. Create multi node Kubernetes and Ceph clusters. Integrate the k8s and Ceph using Rook

Start from the beginning

Cloud native storage with Rook

Block, file and object storage on k8s with Ceph using Rook