SNIAVideo Courses

Storage for AI Fundamentals - Introduction to AI Workloads and Storage Requirements

Gain insights into AI workload fundamentals, storage requirements, and data transport systems while learning to identify and understand key characteristics of AI infrastructure demands.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Cloud Storage Considerations for RAG in AI Applications

Explore cloud object storage implementation in RAG systems, covering LLM-OS concepts, domain-specific data handling, and practical applications for building AI-powered solutions with vector databases.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

Optimized Resource Allocation for CXL Tiered-Memory Systems

Explore advanced techniques for optimizing CXL tiered-memory systems, focusing on efficient resource allocation, workload profiling, and performance enhancement in data center environments.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Sustainability Initiatives in Data Center Storage - Open Compute Project Overview

Explore OCP's datacenter sustainability initiatives, focusing on power metrics, carbon transparency, and circular economy strategies for storage systems and media implementation.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Evolution of Fibre Channel Technology: From Zero to 256GFC

Explore the evolution of Fibre Channel technology from its sub-gigabit beginnings to modern 256GFC solutions, examining key developments, challenges, and protocol features in data transport networks.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Optimizing HDD Interface for the Generative AI Era

Explore how AI's explosive data growth impacts mass storage requirements and discover strategies for optimizing HDD interfaces, workloads, and performance in modern AI-driven datacenters.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

The Role of Flash in Data Ingestion Within the AI Pipeline

Explore how flash storage revolutionizes data ingestion for AI pipelines, focusing on scalability challenges, performance demands, and efficient solutions for modern AI infrastructure deployment.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

What Can Storage Do for AI? - Optimizing NVMe Storage for Large Language Models

Explore how NVMe flash storage enables AI model deployment at scale, from data center training to edge device inference, with focus on optimization techniques and performance improvements.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Emulating CXL Features with QEMU - A Practical Guide

Discover how to emulate CXL features in QEMU, set up a Linux + QEMU CXL environment, and understand the latest developments in CXL technology for open-source ecosystem development.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

Evaluating Discovery Automation on Large Scale NVMe-oF Deployments

Explore automated discovery techniques for large-scale NVMe-oF deployments, focusing on DDC/CDC implementation, network setup, scaling impacts, and practical automation scripts for efficient management.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Reinventing Data Storage for the Yottabyte Era

Explore the future of data storage technology, focusing on ceramic solutions and infrastructure challenges for managing projected 2.5 Yottabyte capacity needs by 2050, with emphasis on sustainability and scalability.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

Encoding Scheme to Enlarge Practical DNA Storage Capacity by Reducing Primer-Payload

Discover how Collision Aware Code (CAC) enhances DNA storage capacity through innovative encoding schemes, improving primer-payload interactions and increasing tube capacity while maintaining error recovery capabilities.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

End-to-End System Design for DNA Data Storage

Explore the groundbreaking potential of DNA data storage systems, from core components to real-world implementation challenges, focusing on scalability, automation, and environmental impact.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

Cloud Storage Efficiency at Scale - Mass Storage Architecture and Innovation

Dive into cloud storage efficiency fundamentals, exploring nanoscale deployment, TCO optimization, and mass capacity systems innovation for enhanced data management and storage architecture.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

Intel IPU and NVMe Initiator with SPDK - Introduction to Hardware Integration and Acceleration Framework

Discover how Intel's IPU hardware and SPDK Acceleration Framework optimize storage workflows, enhance data movement, and improve efficiency through hardware offloading capabilities for cloud service providers.

• YouTube
• 24 minutes
• Self-Paced
• Free Video