Supercomputing Courses and Certifications

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
• Self-Paced
• Conference Talk

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
• Self-Paced
• Free Video

Black Hat

How Supercomputer-Scale Neural Network Models Apply to Defensive Cybersecurity Problems

Explore how large-scale neural networks revolutionize cybersecurity, enabling custom explanations of attacker behavior and improved threat detection with limited data. Learn to leverage public models like GPT-3 for security applications.

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

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
• Self-Paced
• Conference Talk

GOTO Conferences

Digital Infrastructure and Digital Utilities

Explore the Internet of Things' impact on daily infrastructure, discussing opportunities, challenges, and architectural patterns for digital systems in various sectors.

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

International Centre for Theoretical Sciences

Introduction to Numerical Relativistic Hydrodynamics - Lecture 2

Explore advanced concepts in numerical relativistic hydrodynamics, focusing on mathematical formulations and computational techniques for modeling high-energy astrophysical phenomena.

• YouTube
• 1 hour 50 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Introduction to Numerical Relativistic Hydrodynamics - Lecture 5

Explore advanced concepts in numerical relativistic hydrodynamics, focusing on computational techniques for modeling high-energy astrophysical phenomena and gravitational wave sources.

• YouTube
• 1 hour 43 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Modern Numerical Methods in Computational Relativity - Lecture 1

Explore modern numerical methods for solving Einstein's equations in computational relativity, essential for modeling gravitational waves from black hole and neutron star mergers.

• YouTube
• 1 hour 46 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video

Google Cloud Tech

Workload-Optimized and AI-Powered Infrastructure for Google Cloud

Optimize AI workloads and enterprise applications with purpose-built infrastructure. Learn about supercomputing innovations, TPUs, GPUs, and AI-powered assistance for efficient operations.

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

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Swing: Short-cutting Rings for Higher Bandwidth Allreduce

Optimize allreduce performance on torus networks with Swing algorithm. Improve bandwidth by reducing distance between communicating nodes, outperforming existing methods by up to 3x.

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

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

The Digital Revolution of Earth System Modelling

Explore Earth system modeling's evolution: quiet, digital, and machine learning revolutions. Discover past developments, current challenges, and future prospects in weather prediction and climate simulation.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

EtherNET: The Present and Future of Datacenter and Supercomputer Interconnects

Explore the role of Ethernet in modern datacenters and supercomputers, examining its current state and future prospects in high-performance computing environments.

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