HPC Courses and Certifications

Stanford Seminar - Dataflow for Convergence of AI and HPC - GroqChip

Explore dataflow history, AI-HPC convergence, and Groq's tensor streaming processor architecture. Learn about stream programming, deterministic execution, and distributed scale-out systems for efficient deep learning computations.

• YouTube
• 1 hour 46 minutes
• On-Demand
• Free Video

Exascale Computing Project

Managing Academic Software Development for HPC - Best Practices and Workflows

Learn best practices for sustainable academic software development, including coding, project management, and documentation techniques.

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

Open Compute Project

New Dawn of P4 - Protocol Independence and Network Transformation in AI and HPC Era

Discover how P4 programming language evolves to address AI and HPC network demands, transforming from unpredictable traffic management to steady East-West data flows with enhanced telemetry.

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

Open Compute Project

Next Gen AI HPC Server Performance with CXL3.1 Tiered Memory and MRDIMM Solution

Explore next-gen AI/HPC server performance using CXL3.1 tiered memory and MRDIMM solutions to boost memory capacity for large-scale computations and faster results.

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

Code Sync

Flame on Slurm HPC Cluster - Running Langchain Tool Calling with Bumblebee

Discover how to leverage Flame with SLURM for on-demand GPU allocation and run Langchain tool calling with Bumblebee on high-performance computing clusters using Elixir.

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

OpenFabrics Alliance

Supporting an Upstream First Kernel Driver for HPC Fabrics

Explore the evolution and improvements of the HPC fabric driver hfi1, from its staging phase to mainline kernel integration, focusing on upstream development and open-source delivery methods.

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

HOTI - Hot Interconnects Symposium

GPU Communication Libraries for Accelerating HPC and AI Applications

Discover GPU communication libraries to accelerate high-performance computing and AI applications through hands-on techniques and optimization strategies.

• YouTube
• 2 hours 38 minutes
• On-Demand
• Free Video

Inside Livermore Lab

Flux - Flexible Resource Management Framework for HPC Systems

Discover Flux, a flexible resource management framework for HPC systems through hands-on demonstrations and practical examples from LLNL's software tutorial series.

• YouTube
• 1 hour 37 minutes
• On-Demand
• Free Video

Chair SIGHPC Education

Generative AI in HPC Education and Training

Discover how Generative AI transforms High-Performance Computing education through innovative training methods, user support tools, code debugging, and performance optimization techniques.

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

Omnibond: Creating an HPC Environment in Google Cloud with CloudyCluster

Create a complete HPC environment in Google Cloud using CloudyCluster, offering familiar on-prem features with cloud elasticity and scalability. Experience Open OnDemand tools, JupyterLab, and high-performance storage options.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Omnibond: Creating an HPC Environment in Google Cloud with CloudyCluster

In this lab, you create a complete turn-key High Performance Computing (HPC) environment in Google Cloud.

• Google Skills
• 1-2 hours
• On-Demand
• Paid Course

Run high-performance computing (HPC) applications on Azure

Optimize high-performance computing on Azure: deploy, manage, and accelerate HPC workloads using Azure Batch, CycleCloud, and specialized storage solutions. Gain hands-on experience with parallel processing and cluster management.

• Microsoft Learn
• 5 hours 9 minutes
• On-Demand
• Free Online Course

Stanford Seminar - HPC Opportunities in Deep Learning - Greg Diamos, Baidu

Explore HPC's role in deep learning, focusing on workload characteristics, efficiency, and specialized systems for advancing AI research and applications.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Online Course

The Julia Programming Language

Interplay of Linear Algebra, Machine Learning, and HPC - JuliaCon 2021 Keynote

Explore the interplay of linear algebra, machine learning, and HPC with Dr. Li. Learn about fast solvers, low-rank compression, and how ML can optimize linear algebra computations for big data problems.

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

KubeFlux - An HPC Scheduler Plugin for Kubernetes

Explore KubeFlux, a Kubernetes plugin integrating HPC scheduling capabilities. Learn about its performance benefits and potential for enhancing cloud-based high-performance computing workloads.

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