NHR@FAU Courses

Slurm Batch Scheduler Best Practices and Advanced Use

1 rating

Master advanced Slurm batch scheduling techniques, from multi-GPU jobs and dependencies to data staging and workflow optimization for high-performance computing clusters.

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

Rapidly Deploying and Delivering a Sustainable National Exascale AI Research Resource - Isambard-AI Case Study

Explore the rapid deployment and sustainability of Isambard-AI, a national Exascale AI research resource in the UK, including its architecture, applications, and impact on AI research.

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

Quantum Computing at the DLR Institute of Software Technology - Algorithms and Applications

Explore quantum computing activities at DLR, covering low-level algorithms, optimization, quantum simulation, and hybrid computing across the entire software stack from hardware to applications.

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

Bridging Domain Science and HPC with Julia

Explore Julia's potential in HPC, combining scientific ecosystem with high performance. Gain insights on its strengths, limitations, and notable international projects from an experienced user.

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

Processing Very Large Image Volumes with the Adaptive Particle Representation

Explore advanced techniques for processing massive image datasets using adaptive particle representation, enabling efficient visualization and analysis of terabyte-scale biomedical data.

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

A Review of Processor Advances Over the Past Thirty Years - An Outsider's Perspective

Explore 30 years of processor advancements, focusing on x86 chips in HPC systems. Analyze core properties, memory hierarchy, and compare with Apple Silicon architecture.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Free Video

LLVM in HPC: Enabling Performance Portability, Interoperability, and Novel Features - Part 2

Explore recent LLVM efforts for HPC: portable CUDA, debugging at scale, GPU execution of legacy codes, automatic differentiation, ML in compilers, and static information impact.

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

GPU Top Trumps - Comparing HPC Graphics Processing Units

Explore the capabilities and differences of various HPC GPUs, comparing NVIDIA models, examining competitors, and understanding new developments like APUs.

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

Facing Challenges in Computational Fluid Mechanics with Lattice Boltzmann Methods

Explore advanced fluid flow simulation and optimization using Lattice Boltzmann Methods. Learn integrative approaches combining numerical simulation, HPC, and mathematical optimization techniques.

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

The Linear Algebra Mapping Problem and How Programming Languages Solve It

Explore the Linear Algebra Mapping Problem and its solutions in programming languages. Gain insights into high-performance computing and matrix operations for scientific applications.

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

DGEMM on Integer Tensor Cores - NHR Perflab Seminar

Explore double-precision matrix multiplication using Int8 Tensor Cores and the Ozaki scheme, focusing on high-precision computation with lower-precision hardware for machine learning applications.

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

Towards Robust and Efficient AI at Scale

Explore robust, efficient AI for scientific time series forecasting. Learn scalable transformer architectures, energy optimization, and balancing performance with sustainability in large-scale AI applications.

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

Computer Architecture 101 for Scientists and Its Impact on Cluster Jobs

Explore core concepts of parallel computer architecture and their impact on cluster job performance. Gain insights to optimize resource allocation and improve efficiency in supercomputing tasks.

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

LLVM in HPC - Enabling Performance Portability, Interoperability, and Novel Features - Part 1

Explore LLVM's impact on HPC, covering portable CUDA, debugging at scale, GPU execution of legacy code, and ML in compilers. Learn about efforts to enhance performance, tooling, and development in HPC.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Experiments and Data Presentation in High Performance Computing

Learn effective techniques for conducting experiments and presenting data in high performance computing. Master key aspects of scientific benchmarking, statistical analysis, and data visualization for HPC research.

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