Supercomputing Courses and Certifications

The Julia Programming Language

Julia for High-Performance Computing - JuliaCon 2022

Explore Julia's capabilities for high-performance computing through expert talks on scalability, GPU support, MPI integration, and real-world applications in scientific and engineering domains.

• YouTube
• 2 hours 20 minutes
• On-Demand
• Free Video

The Julia Programming Language

Celeste.jl - Petascale Computing in Julia

Explore Celeste.jl, a Julia-based project for petascale astronomical image analysis using Bayesian inference, showcasing Julia's power in high-performance computing and data science on supercomputers.

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

linux.conf.au

Climbing the Summit with Open Source and POWER9

Explore the journey of building Summit, the world's fastest supercomputer, using POWER9 and open source. Learn about architectural innovations, challenges, and collaborative efforts in creating this groundbreaking system.

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

AWS Events

High Performance Computing on AWS for Semiconductors and Healthcare Life Sciences

Discover how high performance computing on AWS drives innovation in semiconductor design and healthcare, featuring practical demonstrations of complex simulation workloads and scalable infrastructure.

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

Dave's Garage

A Full Petaflop in the Palm of Your Hand - Dell GB10 Edge Supercomputer Review

Explore Dell's GB10 Grace-Blackwell system delivering petaflop-class AI performance in a compact form factor without datacenter requirements or massive power needs.

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

Introducing Chapel: A Programming Language for Productive Parallel Computing from Laptops to Supercomputers

Explore Chapel, a programming language for efficient parallel computing across devices. Learn key features and applications in aerodynamics, data science, and atmospheric research.

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

USENIX

Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks

Techniques to improve Horovod's communication efficiency in data parallel training, enhancing performance and scalability for deep learning frameworks on supercomputers.

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

Alan Turing Institute

Big Data, Met Office and 21st Century Problems

Explore weather forecasting, climate prediction, and big data analysis at the Met Office. Learn about simulation techniques, ensemble forecasting, and addressing 21st-century environmental challenges.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Secure, Efficient API Plane Traversal for Compute Resources on Exascale Super Computers Using SPIRE

Explore SPIRE's role in securing machine-to-machine communication on Cray Shasta exascale supercomputers. Learn about critical communication requirements and why SPIRE is an ideal solution for this high-performance computing environment.

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

Inside Livermore Lab

Spack Tutorial: Basics, Environments, and Configuration - Part 1

Master Spack package manager: learn basics, environments, and configuration for efficient HPC software management across multiple versions and platforms.

• YouTube
• 2 hours 51 minutes
• On-Demand
• Free Video

Dyalog User Meetings

APL in Research - Prototyping Software

Explore APL's potential in scientific software prototyping, focusing on its lean nature and suitability for rapid idea testing in research environments.

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

ChemicalQDevice

Advanced Discussion: Potential Quantum Radiomics ML Workflows

Explore quantum machine learning workflows for medical imaging, focusing on efficient state vector circuits, pure state representations, and exact expectation values. Discover recent advancements in large-scale quantum simulations.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

HammingMesh: A Network Topology for Large-Scale Deep Learning

Explore a novel network topology for large-scale deep learning systems, enhancing data movement efficiency and job scheduling flexibility for future AI training infrastructure.

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

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

The Role of MPI in Modern AI - Rusty Lusk's Legacy

Explore MPI's crucial role in modern AI and its impact on parallel computing, honoring Rusty Lusk's contributions to the field.

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

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Productive Performance Engineering for Weather and Climate Modeling with Python

Optimize weather and climate models using Python-embedded DSL and data-centric techniques. Improve productivity and performance through abstraction, semi-automated workflows, and transfer tuning for efficient scaling on supercomputers.

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