Distributed File Systems Courses and Certifications

Strange Loop Conference

A Distributed File System for Secure P2P Applications

Explore WebNative File System: a content-addressed, encrypted forest of blocks enabling secure, user-centric collaborative software without platform dependence. Learn its applications in decentralized, multiuser scenarios.

• YouTube
• 45 minutes
• On-Demand
• Conference Talk

USENIX

Let's Build a Distributed File System

Explore the architecture of typical and distributed file systems, including key components and operations. Learn through a simple Python implementation of a basic distributed file system.

• YouTube
• 53 minutes
• On-Demand
• Conference Talk

USENIX

SingularFS - A Billion-Scale Distributed File System Using a Single Metadata Server

Innovative distributed file system using a single metadata server for billion-scale operations, featuring log-free metadata, hierarchical concurrency control, and hybrid inode partition.

• YouTube
• 17 minutes
• On-Demand
• Conference Talk

The ASF

ByteDance's 100 Billion File HDFS Clustering Practice

Explore ByteDance's HDFS clustering practices for 100 billion files. Learn about storage scheduling, multi-region computing, and data management techniques for large-scale big data applications.

• YouTube
• 44 minutes
• On-Demand
• Free Video

CNCF [Cloud Native Computing Foundation]

Best Practice of Machine Learning Platform Storage Based on CubeFS

Explores OPPO's use of CubeFS to build a scalable, cost-effective storage system for their machine learning platform, supporting massive data capacity and billions of small files in a hybrid cloud environment.

• YouTube
• 27 minutes
• On-Demand
• Free Video

DevConf

Data Security and Storage Hardening in Rook and Ceph

Explore Rook and Ceph's security model, examining hardening options for various threat profiles. Learn about encryption, access controls, and containerization benefits for robust data protection.

• YouTube
• 35 minutes
• On-Demand
• Free Video

DevConf

Open Source Benchmarking for Ceph

Explore Ceph benchmarking complexities, tools, and protocols. Learn scalable techniques for Librados, RBD, CephFS, and RGW to optimize performance at large scale.

• YouTube
• 28 minutes
• On-Demand
• Free Video

UofU Data Science

MapReduce and Distributed Computing for Data Mining - Spring 2023

Master distributed computing fundamentals through MapReduce, exploring cluster computing challenges, file systems, and practical applications like PageRank and community detection algorithms.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Canonical Ubuntu

AI Storage with Ceph - Optimizing Storage for AI/ML Workflows

Explore AI's impact on storage systems and how Canonical Ceph can optimize AI/ML workflows for faster insights and innovation.

• YouTube
• 53 minutes
• On-Demand
• Free Video

CNCF [Cloud Native Computing Foundation]

JuiceFS CSI in Multi-Thousand Node Kubernetes Clusters for LLM Pre-Training

Explore JuiceFS CSI's innovative solutions for managing large-scale data in Kubernetes, addressing storage challenges in LLM pre-training with mount pod and sidecar modes for optimal performance.

• YouTube
• 26 minutes
• On-Demand
• Free Video

USENIX

Monarch: A Fuzzing Framework for Distributed File Systems

Innovative fuzzing framework for distributed file systems, addressing complexity and scalability challenges through multi-node architecture, fault injection, and semantic checking.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Discover AI

Databricks Distributed File System (DBFS) vs Local Files on Spark Cluster Driver Node

Understand the key differences between Databricks File System (DBFS) and local driver node storage, exploring distributed storage capabilities and FUSE mount implementation for cloud data access.

• YouTube
• 16 minutes
• On-Demand
• Free Video

OpenInfra Foundation

Ceph Solution Design Tool - A Scale-Out Cluster Building Demo

Discover a practical demonstration of OSNexus's scale-out solution design tool for building efficient Ceph clusters, featuring insights from CEO Steve Umbehocker.

• YouTube
• 18 minutes
• On-Demand
• Free Video

OpenInfra Foundation

A Beginner's Guide to Ceph - Introduction to Distributed Storage Systems

Discover the fundamental concepts and core principles of Ceph storage technology in this beginner-friendly exploration of distributed storage systems.

• YouTube
• 20 minutes
• On-Demand
• Free Video

OpenInfra Foundation

State of Ceph Storage - Enterprise and Community Integration Roadmap

Discover the latest developments in Ceph storage, from upstream project updates to vendor-supported products, with insights into OpenStack integration and container workload features.

• YouTube
• 24 minutes
• On-Demand
• Free Video