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Productive Parallel Programming with Dagger.jl - JuliaCon 2024 Workshop

The Julia Programming Language via YouTube

Overview

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Explore productive parallel programming techniques using Dagger.jl in this comprehensive 3-hour workshop from JuliaCon 2024. Learn how to write fast, scalable parallel code with ease, overcoming traditional challenges in parallel programming. Discover Dagger.jl's full parallel programming environment that closely matches familiar coding patterns. Master various interfaces including tasks, arrays, tables, and graphs to seamlessly parallelize your code across multiple CPUs, servers, and GPUs. Gain insights into Dagger's logging and profiling capabilities to optimize performance. Start with an introduction to Dagger and its high-level functionality, then dive into practical examples using different programming paradigms. If time permits, explore advanced topics such as GPU utilization and MPI interfacing. Ideal for Julia programmers looking to enhance their parallel programming skills and create code that scales efficiently across diverse hardware environments.

Syllabus

Productive Parallel Programming with Dagger.jl | Samaroo, Szufel | JuliaCon 2024 Workshop

Taught by

The Julia Programming Language

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