High Performance Computing Courses and Certifications

ACM SIGPLAN

Accelerating Sparse Matrix Computations with Code Specialization

Explore techniques for optimizing sparse matrix computations through code specialization, enhancing performance in numerical algorithms and scientific computing applications.

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

NHR@FAU

Power and Energy Consumption of HPC Systems

Explore power and energy consumption in HPC systems, learn about tuning for energy efficiency, and understand computing center restrictions for energy-saving measures.

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

Ubuntu OnAir

From Zero to Hero - Deploying and Using HPC Clusters

Learn to rapidly deploy and utilize a high-performance computing cluster for urgent data analysis using open-source tools, enabling efficient problem-solving without specialized DevOps knowledge or proprietary software.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Ubuntu OnAir

HPC with Containers on Ubuntu - Enroot and Pyxis Implementation

Learn to install and configure Enroot and Pyxis for running containerized applications on Slurm clusters, simplifying HPC workflows and enabling Ubuntu-based containers across diverse infrastructures.

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

WestGrid

Best Practices in HPC and HTC Environments

Discover best practices for optimizing performance in High Performance and High Throughput Computing environments.

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

NHR@FAU

File Systems and Efficient Data Handling - HPC Café

Explore file systems and efficient data handling in HPC environments, focusing on NHR@FAU's offerings, properties, usage scenarios, and best practices for optimal performance.

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

The Julia Programming Language

SeismicWaves.jl - Wave Simulation Package for Full Waveform Inversion on Multi-xPUs

Discover how SeismicWaves.jl enables efficient wave equation solving through finite-difference methods, offering high-performance computing capabilities for both small-scale prototyping and large-scale simulations.

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

Eclipse Foundation

CDT Cloud, Embedded SIG, and Cloud Development Tools Integration with OpenVSX

Discover how CDT Cloud, Embedded SIG, and Cloud Dev Tools integrate to create scalable solutions for embedded systems and high-performance computing environments at Eclipse Foundation.

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

OpenInfra Foundation

HPC Storage Solutions and Performance Optimization for Arm64 Architecture

Dive into high-performance computing storage optimization for Arm64 architecture, covering Lustre, DAOS, Ceph, and BeeGFS implementations, with focus on functionality, stability, and performance enhancements.

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

SNIAVideo

LANL's Journey Toward Computational Storage - Exploring Data Reduction Techniques for Petabyte-Scale Simulations

Explore LANL's innovative approaches to handling massive simulation data through computational storage techniques, focusing on efficient data reduction and analytics optimization for petabyte-scale operations.

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

SNIAVideo

Streamlining Scientific Workflows - Computational Storage Strategies for HPC

Discover how computational storage strategies enhance scientific workflows in HPC environments, optimizing data processing for large-scale simulations and improving efficiency across I/O layers.

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

SNIAVideo

Fabric Attached Memory: Hardware and Software Architecture for HPC Systems

Explore hardware and software architecture of Fabric Attached Memory (FAM) in HPC clusters, focusing on large dataset management, CXL capabilities, and real-time analytics implementation using Arkouda.

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

SNIAVideo

Sunfish Open Source Management for Composable Disaggregated Infrastructures

Explore how Sunfish project enables open-source management of composable infrastructures through industry standards, focusing on storage-centric use cases and fabric interconnect configuration for HPC environments.

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

Data Science Conference

Custom Chips Needed for Efficient High-Performance Computing

Explore the future of computing power through custom hardware solutions, from manycore systems to silicon development, addressing latency and energy efficiency challenges in high-performance computing.

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

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Exascale Cloud Computing - A Foggy Tale of Networks, AI, Containers, and Ultra Ethernet

Dive into advanced cloud computing concepts, exploring datacenter networks, AI acceleration services, and Ultra Ethernet through real-world performance analyses and industry developments.

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