Memory Courses

Open Compute Project

Multi-Headed Composable Memory Appliance MHCMA Next Generation

Explore next-generation ASIC-based composable memory architecture with 8x8 PCIe-Gen5 CXL2.0 host ports per blade, advancing from FPGA to 12nm ASIC for enhanced pooled memory solutions.

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

Open Compute Project

Large CXL Memory Expansion Systems and Workloads

Discover how CXL memory expansion systems enable 100 TiB-class workloads through composable provisioning, shared memory paradigms, and breakthrough performance architectures.

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

Open Compute Project

Conceptualizing Next Generation Memory and Storage Optimized for AI Inference

Explore next-generation memory and storage concepts optimized for AI inference, including Processing-In-Memory (PIM) technology and novel architectures for LLMs.

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

Open Compute Project

Heterogeneous Memory System Architecture for Next-Generation Agentic AI Server Platform

Explore cutting-edge memory architecture solutions for AI servers, featuring SOCAMM, MRDIMM, and CXL technologies to address growing capacity demands and energy efficiency challenges.

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

Open Compute Project

DC Memory Fabric Management - An In-Depth Review of the Kubernetes OCP Reference Implementation

Explore how Kubernetes orchestrates CXL-attached memory through the Data Center Memory Fabric Manager, bridging white paper concepts with real-world implementation examples.

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

Open Compute Project

Composable Memory Fabric Architecture Enabling Scalable Memory Management for AI and General Computing

Discover how CXL-based memory fabric architecture enables dynamic memory provisioning and orchestration for AI workloads and data center applications through composable solutions.

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

Open Compute Project

OCP Composable Memory Systems Sub-Project Technical Update

Discover scalable memory architectures and hardware-software co-designs for cloud memory expansion, pooling, and sharing in AI and general-purpose computing workloads.

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

Open Compute Project

Latest Academic Research for Composable Memory

Discover cutting-edge academic research on CXL devices and disaggregated memory systems from KAIST and University of Illinois experts in this lightning presentation panel.

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

Open Compute Project

Evaluating Component Level Compatibility and Reliability of Memory and Storage Products for Industrial Applications

Discover how to assess memory and storage component compatibility and reliability for industrial applications through systematic evaluation methods.

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

Open Compute Project

Heterogeneous Memory Opportunity with Agentic AI and Memory Centric Computing

Explore emerging memory solutions like SOCAMM, MRDIMM, and CXL to overcome LLM inference bottlenecks, plus Samsung's Processing-Near-Memory vision for GPU systems.

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

Open Compute Project

Next Gen AI HPC Server Performance with CXL3.1 Tiered Memory and MRDIMM Solution

Explore next-gen AI/HPC server performance using CXL3.1 tiered memory and MRDIMM solutions to boost memory capacity for large-scale computations and faster results.

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

Open Compute Project

Towards Memory Efficient RAG Pipelines with CXL Technology

Explore CXL memory solutions to optimize RAG pipeline efficiency by reducing local memory costs through pooling and tiering approaches for AI inference workloads.

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

Neural Breakdown with AVB

How to Build Your Own Long-Term Agentic Memory System for LLMs - Mem0 from Scratch with DSPy

Master building agentic memory systems for LLMs using DSPy and QDrant, recreating Mem0's core components from scratch with embeddings, vector databases, and tool calling.

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

NVM Express

Host Addressing of NVMe Subsystem Local Memory

Explore how NVMe Subsystem Local Memory can be assigned to host memory address ranges, enabling new use cases and benefits for storage architecture.

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

Dan Vega

Build a Smart Chat Memory Advisor in Spring AI That Auto-Compacts Context

Master building a custom Spring AI advisor that automatically compacts chat memory when context limits are reached, optimizing token usage and preserving conversation history.

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