Memory Courses

SNIAVideo

Pushing Infrastructure Boundaries: Memory Requirements in AI Data Centers

Explore how AI applications are transforming hyperscale data centers, focusing on memory innovations and infrastructure adaptations needed for GPU-centric computing environments.

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

SNIAVideo

CXL Accelerator-Based Memory Solutions - Bringing Unique Customer Value

Explore how VMware and Samsung leverage CXL Type-2 accelerator solutions to enhance memory capabilities, reduce costs, and improve workload performance through innovative hardware-software integration.

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

SNIAVideo

Optimizing Complex Hierarchical Memory Systems Through Simulations

Discover how modular simulation techniques can optimize complex memory systems, evaluate configurations, and achieve significant performance gains in a fraction of traditional testing time.

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

SNIAVideo

CXL Memory Disaggregation and Tiering - Lessons Learned from Storage

Explore memory disaggregation and tiering in CXL technology, comparing it with storage evolution patterns while examining OS support, drivers, and real-time implementation challenges.

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

SNIAVideo

SDXI Specification v1.0 and Beyond - Memory Data Movement and Acceleration Interface

Discover the SDXI v1.0 standard for memory-to-memory data movement, exploring its architecture, acceleration interface, and future enhancements for emerging memory technologies and fabric implementations.

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

SNIAVideo

Fabric Attached Memory: Hardware and Software Architecture for HPC Systems

Explore hardware and software architecture of Fabric Attached Memory (FAM) in HPC clusters, focusing on large dataset management, CXL capabilities, and real-time analytics implementation using Arkouda.

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

SNIAVideo

Introduction to Persistent Memory Technology - Lecture 5T112

Explore the revolutionary world of persistent memory technology, its hardware fundamentals, practical applications, and future impact on storage systems and application performance.

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

SNIAVideo

NVM Programming Model - Latest Developments and Challenges in Persistent Memory

Explore the latest developments in Persistent Memory Programming, focusing on SNIA NVM model evolution, operating system support, and emerging challenges in data center architecture.

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

SNIAVideo

Software Defined Memory with CXL and Tiered Memory for Hyperscale Use Cases

Explore software-defined memory architecture and CXL technology for optimizing hyperscale applications, covering memory tiering, kernel management, and practical implementations for AI/ML workloads.

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

SNIAVideo

CXL Enabling an Interoperable Ecosystem for Heterogeneous Memory and Computing Solutions

Explore the CXL 3.0 specification's advanced features for heterogeneous computing, including enhanced memory sharing, coherency improvements, and expanded fabric capabilities for high-performance workloads.

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

SNIAVideo

Ceramic Nano Memory - Data Storage for the Yottabyte Era

Discover groundbreaking ceramic nano layer technology for next-generation data storage, offering unprecedented capacity scaling, longevity, and sustainability through laser and particle beam data writing for the future of cold storage solutions.

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

SNIAVideo

Persistent Memory and CXL Memory Programming Workshop

Dive into advanced programming techniques for Persistent Memory and CXL mem through hands-on instruction and practical implementation strategies for storage development.

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

SNIAVideo

CXL 3.0 - Expanded Capabilities for Memory Pooling and Resource Optimization

Explore CXL 3.0's advanced capabilities for memory pooling, sharing, and device communication, featuring doubled transfer rates and enhanced server performance optimization for AI and ML workloads.

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

SNIAVideo

Memory Technologies Evolution - From DRAM to CXL and Beyond

Explore the evolving landscape of memory technologies, from DRAM and NAND to emerging solutions like MRAM and CXL, understanding their competitive dynamics and future industry implications.

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

SNIAVideo

Standardizing Memory-to-Memory Data Movement with SDXI 1.0 - Overview and Applications

Explore the SDXI v1.0 specification for standardized memory-to-memory data movement, covering architecture, implementation patterns, and future developments in data acceleration interfaces.

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