Memory Courses

Black Hat

Paging All Windows Geeks – Finding Evil in Windows 10 Compressed Memory

Explore Windows 10 memory compression implementation, undocumented structures, and algorithms to enhance forensic tools for detecting malicious activities in compressed memory.

• YouTube
• 49 minutes
• Self-Paced
• Conference Talk

tinyML

TinyML Talks - SRAM Based In-Memory Computing for Energy-Efficient AI Inference

Explore SRAM-based in-memory computing for energy-efficient AI inference, covering bitcell circuits, architectures, and design optimization for improved performance in low-power processors.

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

tinyML

Memory-Efficient, Limb Position-Aware Hand Gesture Recognition Using Hyperdimensional Computing

Memory-efficient hand gesture recognition using hyperdimensional computing and sensor fusion. Improves accuracy by 17.79% while reducing memory footprint, addressing limb position changes for human-machine interfaces and prosthetics.

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

tinyML

What Can In-memory Computing Deliver and What Are the Barriers - tinyML Summit 2019

Explore in-memory computing's potential and challenges in tinyML, focusing on overcoming the memory wall, tradeoffs, and future developments in charge-domain analog computation.

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

Hack In The Box Security Conference

Runtime Memory Analysis Tool for Mobile Apps

Runtime memory analysis tool for mobile apps, automating common checks during penetration testing. Simplifies reverse engineering of obfuscated code for iOS and Android, tracking app behavior changes in real-time.

• YouTube
• 40 minutes
• Self-Paced
• Conference Talk

Hack In The Box Security Conference

How to Dump, Parse, and Analyze i.MX Flash Memory Chips

Explore techniques for dumping, parsing, and analyzing i.MX flash memory chips, focusing on NXP i.MX architecture in embedded systems. Learn about custom flash memory management and tools for recovering filesystems.

• YouTube
• 47 minutes
• Self-Paced
• Conference Talk

Hack In The Box Security Conference

Offensive Memory Forensics

Explore offensive memory forensics techniques and strategies for uncovering hidden threats in digital systems with expert insights from Hugo Teso.

• YouTube
• 52 minutes
• Self-Paced
• Conference Talk

Ruby Central

The Bug that Forced Me to Understand Memory Compaction

Explore Ruby's memory management, from heap allocation to garbage collection and memory compaction, through a bug-solving journey in a gem maintenance story.

• YouTube
• 33 minutes
• Self-Paced
• Conference Talk

JavaScript Conferences by GitNation

Demystifying Memory Leaks in JavaScript

Explore Node.js internals, profilers, and garbage collection to identify and fix memory leaks, ensuring safer, faster, and more efficient JavaScript applications.

• YouTube
• 24 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Using All These Cores - Transactional Memory in PyPy

Explore transactional memory in PyPy for safe multithreading without the Global Interpreter Lock. Learn about implementation, performance, and potential future impacts on Python programming.

• YouTube
• 42 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Fun with cPython Memory Allocator

Explore cPython memory allocation, debugging techniques, and tools like guppy. Learn to identify and solve memory leaks and fragmentation issues in Python programs.

• YouTube
• 29 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Everything You Always Wanted to Know About Memory in Python But Were Afraid to Ask

Dive into Python's memory management, exploring object representation, advanced techniques, and profiling tools for optimized RAM usage and efficient coding practices.

• YouTube
• 29 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Python 103 - Understanding Python's Memory Model, Mutability, and Methods

Explore Python's memory model, mutability, and methods, focusing on class creation, subclassing, type emulation, and object references for a deeper understanding of the language.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Python 103 - Understanding Python's Memory Model, Mutability, and Methods

Explore Python's memory model, mutability, and methods to deepen your understanding and enhance your coding skills in this advanced programming tutorial.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Conference Talk

PyCon US

Scalene - A High-Performance, High-Precision CPU+GPU+Memory Profiler for Python

Discover Scalene: a revolutionary Python profiler offering unparalleled speed and precision for CPU, GPU, and memory analysis, with unique features like GPU profiling and memory leak detection.

• YouTube
• 26 minutes
• Self-Paced
• Conference Talk