Systems Core Courses

Open Compute Project

M-CRPS Base Specification and Test Setup Updates for Data Center Management Hardware Systems

Dive into the latest updates on M-CRPS Base specification and standardized testing procedures for efficient bench testing implementation and evaluation.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Open Compute Project

A Standardized Interface for Root of Trust (RoT) Security Systems

Explore platform security fundamentals and standardized Root of Trust (RoT) interfaces, using ARM's RSE iRoT implementation as a practical example for system architecture innovation.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Open Compute Project

Security Guardrails and Guidelines for BMC Systems in Cloud Data Centers

Discover essential security guidelines for protecting Baseboard Management Controllers (BMCs) in cloud data centers, focusing on preventing unauthorized access and maintaining system integrity at scale.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Open Compute Project

Rack Manifold Requirements and Qualification for Liquid Cooled Systems

Explore design guidelines and testing methodologies for rack-mounted manifold systems in liquid-cooled IT equipment, covering material selection, performance standards, and implementation.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

OpenFabrics Alliance

iCheck - Leveraging RDMA and Malleability for Application-Level Checkpointing in HPC Systems

Discover how RDMA and malleable multilevel checkpointing can enhance HPC system reliability through iCheck framework, offering improved performance and efficient data transfer mechanisms for supercomputing applications.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

OpenFabrics Alliance

Booting Operating Systems Using NVMe Over Fabrics - Network Boot Specification

Dive into the standardized approach for booting operating systems from networked NVMe devices, exploring the NVMe Boot Specification and its integration with UEFI and ACPI protocols.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

CMU Database Group

Query Planning and Optimization in Database Systems - Lecture 15

Dive into advanced database concepts focusing on query planning strategies, optimization techniques, and execution methods for improved database system performance.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Tech Field Day

WatchTower Alert Insights and Machine Learning for Mainframe Systems

Discover how WatchTower leverages ML and centralized alerts to streamline mainframe IT operations, accelerate problem detection, and enable proactive system monitoring for faster incident resolution.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Neso Academy

Tuple Relational Calculus and Predicate Calculus in Database Management Systems

Master the fundamentals of tuple relational calculus, predicate calculus, and expression safety in database management systems through clear theoretical explanations and examples.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

CMU Database Group

Optimistic Concurrency Control in Database Systems - Lecture 18

Delve into optimistic concurrency control mechanisms and timestamp ordering protocols in database systems, featuring a special segment on Weaviate vector database implementation.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Simons Institute

Understanding and Steering Generative AI Systems

Explore techniques for analyzing and directing AI systems' behavior, focusing on tools to identify patterns, improve accuracy, and enhance truthfulness in language and vision models.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Web Dev Simplified

Building Advanced Permission Systems - From RBAC to ABAC Implementation

Master advanced permission systems implementation, from basic role-based access control (RBAC) to sophisticated attribute-based access control (ABAC), with practical examples and real-world applications.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Data Science Festival

Optimizing Search and Discovery Systems - Machine Learning Challenges and Solutions

Discover how Depop's search and ranking team tackles complex machine learning challenges while maintaining model reliability and enabling rapid feature development in a marketplace environment.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

Inside Livermore Lab

Hybridization of Convection-Diffusion Systems in MFEM

Explore advanced hybridization techniques for convection-diffusion systems using MFEM's framework, focusing on efficient computational solutions and practical implementation methods.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

ChariotSolutions

Ontology-First Knowledge Graphs: Understanding RDF and Building Connected Data Systems

Dive into the fundamentals of Knowledge Graphs, exploring RDF frameworks, ontology development, and real-world applications like Netflix's data connection strategy through practical examples and expert insights.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video