HPC Courses and Certifications

CNCF Research: HPC and HTC End User Landscape - December 2021

Explore HPC/HTC landscape in cloud-native environments, covering solutions, deployments, workload migration, resource management, and tools for high-performance computing.

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

Implementation Challenges - From HPC to Containers in the Academy

Explore the transition from HPC to container computing in academia, addressing challenges, benefits, and solutions for scientific research infrastructure and user adoption.

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

Make Kubernetes Networking Ready for World-Class AI and HPC Workloads

Explore advanced Kubernetes networking for AI and HPC workloads, focusing on multi-interface support, Multus CNI, and the new Multi-NIC CNI project for improved performance and scalability in large-scale GPU clusters.

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

Monitoring GPUs at Scale for AI - ML and HPC Clusters

Learn how NVIDIA monitors GPU clusters for AI/ML workloads using open-source tools, addressing deployment, maintenance, security, and scale challenges for various user personas.

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

Unlocking New Pose in HPC - Containerization, Cloud, and GPU-based Workloads

Explore containerization, cloud, and GPU-based workloads in HPC. Learn about Kubernetes for resource management, GPU virtualization, custom scheduling, and monitoring for efficient AI development and deployment.

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

Ubuntu OnAir

Reduce Time to Market and Capital Spend Using Software Operators in HPC

Explore how software operators in High Performance Computing can reduce time-to-market and capital spend, with a focus on the Omnivector Slurm Distribution and its practical applications.

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

Inside Livermore Lab

Caliper, Hatchet, and Thicket - HPC Software Tutorials 2024

Explore Caliper, Hatchet, and Thicket: powerful open-source tools for profiling, analyzing, and optimizing HPC application performance on supercomputers.

• YouTube
• 2 hours 35 minutes
• On-Demand
• Free Video

Inside Livermore Lab

Ascent: In Situ Visualization and Analysis for HPC Simulations - Tutorial 2024

Learn to use Ascent, an open-source in situ visualization and analysis tool for HPC simulations. Explore its capabilities for multi-physics applications on many-core architectures.

• YouTube
• 1 hour 29 minutes
• On-Demand
• Free Video

Inside Livermore Lab

WEAVE: Building Complex HPC Workflows - Tutorials 2024

Explore WEAVE's integrated tools for building complex HPC workflows, enhancing productivity and scientific quality through common infrastructure and tool integration.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Inside Livermore Lab

BLT (Build, Link, Test) Tutorial for HPC Software Development - 2024

Explore BLT, a CMake-based foundation for HPC applications. Learn to build, link, and test across various compilers, operating systems, and technologies for streamlined development.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Inside Livermore Lab

Caliper, Hatchet, and Thicket: Open-Source Tools for HPC Performance Analysis

Explore open-source tools for integrating performance profiling, analyzing hierarchical data, and optimizing application performance on supercomputers. Learn to leverage Caliper, Hatchet, and Thicket for HPC environments.

• YouTube
• 1 hour 59 minutes
• On-Demand
• Free Video

Inside Livermore Lab

UnifyFS: Installation and Integration Tutorial for HPC Applications

Discover how to install, integrate, and utilize UnifyFS for efficient node-local storage access in high-performance computing environments.

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

Keep HPC Running - SRE's Guide to Supporting GPUs on Kubernetes

Learn best practices for SRE teams supporting GPU-enabled Kubernetes clusters for HPC and AI workloads, including key metrics, monitoring tools, and operational strategies.

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

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

HPC and AI/ML: A Synergistic Relationship

Explore synergies between HPC and AI/ML, focusing on scalable algorithms, efficient resource use, and data-driven models for performance optimization in large-scale computing environments.

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

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Innovating the Next Discontinuity in HPC and AI Computing

Explore innovative solutions for HPC and AI bottlenecks through Memory Coupled Compute architecture, addressing bandwidth limitations and accelerator efficiency for post-exascale computing.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video