Slurm Courses and Certifications

NHR@FAU

Slurm Batch Scheduler Best Practices and Advanced Use

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
• On-Demand
• Free Video

OpenInfra Foundation

Dynamic Resource Sharing and Diverse Compute Platforms for AI - The Slinky Solution

Discover how Slinky combines Slurm and Kubernetes to maximize GPU utilization across batch, interactive, and cloud-native AI workflows with dynamic resource sharing.

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

Ubuntu OnAir

PyKubeSlurm - A Python Operator for Efficient Job Scheduling in Slurm Using Kubernetes

Explore PyKubeSlurm, a Python package simplifying job scheduling in Kubernetes using Slurm. Learn how this operator streamlines workflow management for engineers and improves efficiency.

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

Running Plain Kubernetes Pods on SLURM - April 17, 2024

Explore innovative techniques for running Kubernetes pods on SLURM, bridging cloud-native and HPC environments for enhanced computational workflows and resource management.

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

Best of Both Worlds: Integrating Slurm with Kubernetes in a Kubernetes Native Way

Discover how K-Foundry bridges Slurm and Kubernetes, enabling seamless integration of HPC workloads through unified API management and optimized resource orchestration for AI/ML applications.

• YouTube
• 34 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

Slinky: Slurm in Kubernetes - Performant AI and HPC Workload Management in Kubernetes

Discover how Slinky integrates Slurm with Kubernetes to enhance AI and HPC workload management, providing gang scheduling, fair usage, job planning, and batch scheduling capabilities for better performance and efficiency.

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

Deploying AI Infrastructure at Scale on Azure with CycleCloud and Slurm

Master rapid AI infrastructure deployment on Azure using CycleCloud and CCWS for Slurm, featuring practical demos and techniques for scaling OSS toolchains efficiently.

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

Slurm Bridge - Slurm Scheduling Superpowers in Kubernetes

Discover how Slurm Bridge enhances Kubernetes with advanced scheduling for multi-node AI and HPC workloads, optimizing resource placement and hardware topology management.

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

Efficient Programming

Master bottleneck identification and optimization techniques for high-performance computing environments, covering profiling, vectorization, memory optimization, and parallel computing strategies.

• Coursera
• 7 hours 40 minutes
• On-Demand
• Paid Course

Linux for Scientific Computing Masterclass - 10.5 Hours

139 ratings at Udemy

Linux Command Line Masterclass for Bash Shell Scripting, HPC Job-schedulers, PBS Pro, Slurm and Bright Cluster Manager

• Udemy
• 10 hours 46 minutes
• On-Demand
• Paid Course

Generative AI on AWS

Pre-training Mixtral MoE Model with SageMaker HyperPod - Fine-Tuning and Continued Pre-Training

Master advanced techniques for pre-training and fine-tuning Mixtral MoE models using AWS SageMaker HyperPod and SLURM, covering implementation strategies and continued pre-training approaches.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

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

Breaking Boundaries - TACC as a Unified Cloud-Native Infrastructure for AI and HPC

Explore TACC, a unified cloud-native infrastructure for AI and HPC, bridging K8S and Slurm advantages. Learn about seamless UI, multi-tenant resource management, and robust distributed infrastructure.

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

Breaking Boundaries - TACC as a Unified Cloud-Native Infrastructure for AI and HPC

Explore TACC, an innovative AI infrastructure solution bridging K8S and Slurm advantages. Learn about seamless UI, multi-tenant resource management, and robust distributed infrastructure for large-scale GPU clusters.

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