Memory Hierarchy Courses and Certifications

CppNow

Unlocking Modern CPU Power - Next-Gen C++ Optimization Techniques

Explore cutting-edge C++ optimization techniques for modern CPUs, covering architecture changes, benchmarking challenges, and practical strategies to enhance code performance on latest processors.

• YouTube
• 1 hour 50 minutes
• On-Demand
• Free Video

GOTO Conferences

What Every Programmer Should Know About How CPUs Work

Dive into the inner workings of modern CPUs with Matt Godbolt as he explains performance features, branch prediction, and memory systems that impact your code, plus tools to diagnose issues when performance suffers.

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

Devoxx

What Lies Beneath

Explore the journey of Java code execution, from source to microcode, uncovering optimizations and hardware interactions for a deeper understanding of program behavior.

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

Strange Loop Conference

Mill vs. Spectre - Performance and Security

Explore CPU architecture vulnerabilities, focusing on Meltdown and Spectre attacks. Learn about the Mill architecture's unique approach to performance and security without hardware speculation.

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

Linux Plumbers Conference

Heterogeneous Memory Management

Explore heterogeneous computing challenges, focusing on unified address spaces, memory management, and data placement across CPUs and parallel devices like GPUs.

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

Meeting Cpp

Foundation of GPU Programming

Explore GPU architecture, performance sources, and programming models. Gain insights into SIMD processing, DRAM parallelism, and software/memory hierarchies for confident GPU utilization.

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

Meeting Cpp

CPU Cache Effects and Their Impact on Software Performance

Explore CPU cache effects and memory optimization techniques through code examples and benchmarks, deriving key memory characteristics for improved software performance.

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

UC Berkeley EECS

New Computing Architecture - Domain-Specific Systems and Accelerator Integration

Dive into cutting-edge domain-specific computing architectures, system integration, and accelerator technologies with insights from Berkeley's research on next-generation computing systems.

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

CppCon

Cache-Friendly C++

Discover how to write cache-friendly C++ code by understanding CPU caches, data-oriented design, and avoiding common performance pitfalls with std::vector and other structures.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

计算机组成 Computer Organization

483 ratings at Coursera

本课程重点讲述计算机的内部结构和工作原理，着眼于软件和硬件的衔接互动，注重基本概念和真实系统的对应。

• Coursera
• 21 hours 39 minutes
• On-Demand
• Paid Course

Devoxx

Not Your Father's Complexity - Performance in a New Machine Age

Explore memory layout's impact on Java program performance, challenging traditional complexity analysis and showcasing alternative collection implementations for optimized code execution.

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

Devoxx

What Lies Beneath

Explore the journey of Java code from source to hardware execution, uncovering optimization techniques and performance insights along the way.

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

USENIX

Effectively Scheduling Computational Graphs of Deep Neural Networks toward Their Domain-Specific Accelerators

Innovative approach for scheduling DNN computational graphs on domain-specific accelerators, optimizing resource utilization and enhancing performance through synergy between network and hardware architectures.

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

Linux Plumbers Conference

Data Placement at Scale - Landscape, Trade-Offs, and Direction

Explore data placement strategies for large-scale systems, analyzing trade-offs and future trends in optimizing storage and retrieval efficiency.

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

USENIX

FlexMem - Adaptive Page Profiling and Migration for Tiered Memory

Adaptive page profiling and migration system for tiered memory, improving performance through dynamic decision-making and combining profiling methods for enhanced memory management.

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