Memory Courses

Linux Plumbers Conference

Optimizing Checkpoints with Built-in Memory Page Compression

Explore built-in memory page compression techniques in CRIU to reduce checkpoint overhead, eliminate I/O operations, and enable efficient container migration and encryption.

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

Linux Plumbers Conference

Memory Allocation Profiling Upcoming Features

Explore upcoming memory allocation profiling features for Linux kernel including NUMA awareness, MEMCG support, context capture, and efficient data querying mechanisms.

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

Linux Plumbers Conference

Mempolicy is Dead, Long Live Memory Policy! - NUMA Memory Allocation and Isolation Design

Explore a new Linux memory policy design that reverses default NUMA allocation behavior, requiring opt-in for tiered memory access to improve isolation controls.

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

Linux Plumbers Conference

Memory Descriptors for DEVICE_PRIVATE Memory

Explore removing struct pages for DEVICE_PRIVATE memory in Linux kernel, examining feasibility and alternatives for device driver memory management interactions.

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

Linux Plumbers Conference

Improving page_owner for Profiling and Monitoring Memory Usage per Allocation Stack Trace

Discover how to enhance page_owner for better memory profiling and monitoring through stack trace analysis, covering swap space support and overhead reduction techniques.

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

Linux Plumbers Conference

Memory Preservation Using Live Update Orchestrator (LUO)

Discover how Live Update Orchestrator (LUO) enables memory preservation across kernel updates using memfd file descriptors for seamless resource handover.

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

Unity

How to Find Memory Leaks with the Memory Profiler

Discover how to identify and resolve memory leaks and fragmentation using Unity's Memory Profiler tool for optimized game performance.

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

Unity

Understanding Unity Memory - Performance Optimization and C# Memory Management

Unlock Unity performance optimization by mastering C# memory management, CPU memory structure, object layout, garbage collection spikes, and low-level programming strategies.

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

AI Engineer

Memory in LLMs - Weights and Activations

Explore how LLMs store and retrieve information through weights vs activations, addressing long-tail knowledge problems and the limitations of context windows and RAG systems.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Meeting Cpp

The Two Memory Models

Explore C++'s dual memory models and their practical implications for concurrent programming and performance optimization in modern applications.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Michele Torti

4 Ways to Store Memory in Your AI Agents - N8N Tutorial

Master 4 memory storage methods for n8n AI agents: simple memory, Redis via Upstash, Postgres via Supabase, and MongoDB for scalable, intelligent conversations.

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

SNIAVideo

Compute Express Link (CXL) as Scalable and Highly Cost Effective Memory Architecture

Explore CXL technology's revolutionary approach to memory scaling challenges, featuring real-world experiments showing 5x capacity increases in distributed databases.

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

SNIAVideo

MEXT Radical Reduction in Computing Costs - AI-Powered Predictive Memory for Data Centers

Discover how AI-powered predictive memory technology can slash data center costs by optimizing DRAM utilization and bringing Flash into the memory tier.

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

SNIAVideo

The Processor Chip of the Future - Chiplets, Memory Technologies, and Heterogeneous Integration

Explore how chiplets, UCIe interfaces, and emerging memory technologies like MRAM and ReRAM will revolutionize processor architecture for better performance and energy efficiency.

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

SNIAVideo

FAMFS - Get Ready for Big Pools of Disaggregated Shared Memory

Explore CXL-enabled disaggregated shared memory and the open-source FAMFS file system for memory-mappable files with minimal app modifications.

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