Compression Algorithms Courses and Certifications

Data Compression I - Course Introduction and Lossless Compression Basics - Lecture 1

Introduction to lossless data compression fundamentals, covering key concepts and techniques for efficient information storage and transmission.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Data Compression I - Lecture 2: Prefix Free Codes

Explore prefix-free codes in data compression, covering theory and applications. Gain insights from Stanford experts on efficient information encoding techniques.

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

44CON Information Security Conference

Systems Applications Proxy Pwnage

Explore SAP system vulnerabilities, compression algorithms, and attack techniques. Learn about authentication bypass, validation issues, and practical demonstrations for enhanced security awareness.

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

IEEE Signal Processing Society

Versatile Video Coding - Algorithms and Specification

Explore advanced algorithms and specifications for Versatile Video Coding, the latest video compression standard, presented by experts in the field.

• YouTube
• 2 hours 36 minutes
• On-Demand
• Free Video

USENIX

CLP - Efficient and Scalable Search on Compressed Text Logs

Innovative tool for lossless log compression with fast search capabilities, outperforming existing solutions in compression ratio, search speed, and ingestion performance for petabyte-scale log management.

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

Black Hat

DBREACH - Database Reconnaissance and Exfiltration via Adaptive Compression Heuristics

Explore database vulnerabilities through compression side-channel attacks, learning techniques to extract encrypted content and strategies for prevention and patching.

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

Black Hat

Auditing the Compression Algorithm Weapon Cache

Explore decompression bomb attacks, their impact on applications, and strategies for prevention. Learn about various compression algorithms and their vulnerabilities in this security-focused presentation.

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

linux.conf.au

Executable Code Golf - Making Tiny Binaries for Constrained Systems

Explore executable code golf techniques for creating tiny binaries, focusing on PAQ compression algorithms, compressing linkers, and optimization strategies for constrained systems.

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

Allocators for Compressed Pages - In-depth Comparison with z3fold

Explore compressed page allocators, focusing on z3fold's performance, compression ratios, and ongoing improvements. Gain insights into zswap, zram, and efficient memory management techniques.

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

Finding the Best Block Filesystem for Your Embedded Linux System

Comparison of Linux block filesystems for embedded systems, covering design principles, features, performance metrics, and compression options on ARM boards with SD card storage.

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

NDC Conferences

Apps, Algorithms and Abstractions - Decoding Our Digital World

Explore the hidden technology powering everyday digital experiences, from cellular networks to compression algorithms. Gain insights into the innovations behind smartphones and glimpse the future of digital technology.

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

Churchill CompSci Talks

Methods for Lossless Data Compression

Explore lossless data compression techniques, including Arithmetic Coding and Prediction By Partial Matching, to efficiently reduce data storage and transport costs in modern computing.

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

GOTO Conferences

Apps, Algorithms & Abstractions

Explore the hidden innovations and algorithms powering everyday digital experiences, from cellular networks to image compression, in this deep dive into modern technology's inner workings.

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

Trelis Research

Understanding Mamba and State Space Models

Explore Mamba and state space models, comparing them to transformers. Learn basic equations, inference in Colab, training techniques, and future directions for this compression-focused technology.

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

JSConf

Hacking Web Performance

Técnicas avanzadas para optimizar el rendimiento web, incluyendo nuevos algoritmos de compresión, formatos de imagen, Client-Hints y HTTP/3.

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