Compilers Courses and Certifications

ACM SIGPLAN

Falcon: A Scalable Analytical Cache Model

Explore a scalable analytical cache model for affine programs, improving performance prediction efficiency and enabling faster optimization decisions in large-scale software development.

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

ACM SIGPLAN

Mosaic: An Interoperable Compiler for Tensor Algebra

Explore Mosaic, an innovative compiler for sparse tensor algebra that combines external function calls and code fusion, offering flexibility and performance gains in tensor computations.

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

GOTO Conferences

Conversational x86 Assembly: Learning to Appreciate Your Compiler - YOW! 2020

Explore x86 assembly language and gain insights into compiler optimization techniques. Enhance your understanding of low-level programming and appreciate the work compilers do behind the scenes.

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

Unify

Large Language Models for Compiler Optimization

Explore how large language models can enhance compiler optimization, focusing on a custom 7B parameter Transformer model that generates optimal compiler options for minimizing code size.

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

NDC Conferences

A Bird's Eye View of a Compiler - From Parsing to Code Generation

Discover how compilers transform human-readable code into machine language through parsing, optimization, and code generation processes, with practical examples and hands-on demonstrations.

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

Teacher of Computing

Programming Language Translators Explained - S2E4

Explore how assemblers, compilers, and interpreters convert human code into machine instructions, covering compilation stages, bytecode, and linkers.

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

USENIX

KPerfIR - Towards an Open and Compiler-centric Ecosystem for GPU Kernel Performance Tooling on Modern AI Workloads

Discover KPerfIR, a compiler-centric infrastructure for GPU kernel performance analysis on AI workloads with low overhead and accurate measurements.

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

ACM SIGPLAN

Collapsing Towers of Interpreters - Foundations and Implementation

Explore advanced compiler optimization techniques for collapsing multiple interpreter layers into efficient single-pass execution, with practical applications in language implementation and runtime performance.

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

Wolfram

The Wolfram Compiler - Understanding Native Machine Code Generation and Optimization

Discover how to accelerate Wolfram Language code using the Wolfram Compiler, exploring its native machine instruction conversion, external library connections, and integration with data structures.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Confreaks

JavaScript Engines: How Do They Even? - Compiler Concepts and Performance Optimization

Discover how JavaScript engines work, from just-in-time compilation to performance optimization, and learn to write compiler-friendly code that runs faster.

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

ACM SIGPLAN

Fast and Extensible Hybrid Embeddings with Micros

Explore micros—syntax to IR transformers that enable extensible hybrid embeddings of statically typed languages with significantly improved compile-time performance over macro approaches.

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

ACM SIGPLAN

The Quest Toward that Perfect Compiler

Explore the quest for perfect compilers and discover how modern compilers compare to hypothetical ideal ones in this foundational software engineering talk.

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

Java

Compilers Are Databases

Explore compiler design as database systems, examining challenges, data types, and innovative approaches for efficient language processing and development.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Conference Talk

JSConf

The Different Transformation Stages of AOT Compilers

Explore AOT compiler transformation stages, understanding TypeScript and Babel internals. Learn to build Babel plugins, optimize apps, and implement features impossible at runtime.

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

JSConf

How Linters, Compilers & Other Cool Things Work

Explore the inner workings of JavaScript tools, focusing on abstract syntax trees. Learn how to extend these tools and gain deeper insights into computer language concepts.

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