Cluster Computing Courses and Certifications

PHP UK Conference

Distribute the Workload

Explore distributed systems and scalability techniques to enhance performance, redundancy, and availability of web services, inspired by ant colony principles.

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

Alan Turing Institute

Tools for Big Data - Professor Richard Gibbens, University of Cambridge

Explore mathematical modeling of networks with a focus on communication, transport, and energy systems. Learn to apply advanced computational techniques to analyze and interpret big data.

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

USENIX

AlpaServe - Statistical Multiplexing with Model Parallelism for Deep Learning Serving

Explore AlpaServe, a novel system for efficient deep learning model serving using statistical multiplexing and model parallelism to handle bursty workloads and improve request processing rates.

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

EuroPython Conference

Ray - A System for High-performance, Distributed Python Applications

Ray: open-source framework for scaling Python applications from laptop to cluster, solving performance challenges in ML/AI systems. Learn its features, use cases, and how it compares to alternatives.

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

EuroPython Conference

Lessons Learned in X Years of Parallel Programming

Insights and practical examples on advanced parallel programming in Python, covering performance, debugging, and useful libraries for both enterprise and scientific applications.

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

The Past, Present, and Future of Kubernetes on Raspberry Pi

Explore Kubernetes on Raspberry Pi: past developments, current state, and future possibilities. Learn about ARM architecture, cluster building, and practical applications through live demos and expert insights.

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

Linode

Distributed Database Computing: Installing Apache Cassandra Across Multiple Data Centers

Step-by-step guide to installing and configuring Apache Cassandra across multiple data centers, covering setup, configuration, and activation of a distributed database cluster.

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

Ubuntu OnAir

YTsaurus - The Next Generation of Open Source Big Data Platforms

Explore YTsaurus, an open-source big data platform for distributed storage and processing. Learn about its components, features, and capabilities for creating large-scale clusters up to 20,000 nodes.

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

CodeWithYu

Apache Airflow with Spark for Data Engineers - Full Course

Build end-to-end data engineering projects using Apache Airflow, Docker, Spark, and multiple programming languages. Learn to create and submit jobs to Spark clusters for processing and view real-time results.

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

CodeWithYu

End-to-End Data Engineering with Apache Airflow, Docker, and Spark Clusters - Using Python, Scala, and Java

Build an end-to-end data engineering project using Apache Airflow, Docker, Spark Clusters, Scala, Python, and Java. Create and submit jobs in multiple languages to a Spark cluster for processing and real-time results.

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

CodeWithYu

Creating and Submitting Scala Jobs to Spark Clusters Using Airflow

Build end-to-end data engineering project using Airflow, Docker, Spark, Scala, Python, and Java. Create and submit jobs to Spark clusters, process data, and view real-time results.

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

Chair SIGHPC Education

Magic Castle - Terraforming the Cloud to Teach High-Performance Computing

Replicate HPC infrastructure experience using cloud resources with Magic Castle. Deploy complete clusters with schedulers, data-transfer nodes, and pre-compiled software in minutes.

• YouTube
• 58 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

Anyscale

Evolving Ray Core - Scalability, Reliability, and Compiled Graphs

Discover the latest advancements in Ray Core's architecture, including streaming generators, weekly releases, and the new Compiled Graphs backend for enhanced performance in accelerator-driven computing environments.

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

Anyscale

Scaling Ray to 10,000 NPUs - Huawei's Hyperscale Journey

Dive into Huawei's groundbreaking journey of integrating 10,000 Ascend NPUs with Ray, exploring technical innovations, observability solutions, and strategies for hyperscale AI infrastructure deployment.

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