Systems Core Courses

Building Robust ML Production Systems Using OSS Tools for Continuous Delivery for ML

Learn to build robust ML production systems using open-source tools for continuous delivery, including workflow orchestration, data versioning, and model deployment and monitoring.

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

Extending SBOMs to Describe AI Systems

Proposal to extend standard SBOM format for AI systems, addressing transparency and trust issues. Explores ways to capture essential facts about AI models and data for regulatory compliance and improved security analysis.

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

A Guardian Angel of File Systems: Monitoring for File System Errors in Data Centers

Explore a new kernel mechanism for monitoring file system health in data centers through push notifications, enabling immediate action upon volume corruption detection.

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

Peeling Back the Layers of Storage - From Physical Disks to Advanced File Systems

Comprehensive overview of Linux storage options, from basic physical disks to advanced layered systems, covering partitioning, encryption, caching, and file management techniques.

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

Optimizing KVM Performance for Electronic Health Record Systems

Optimizing KVM for Electronic Health Record systems: Reducing speculation overheads, accelerating IPI delivery, and enhancing ecosystem components for improved performance and reliability.

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

Under the Hood of a Shard-per-Core Database Architecture

Explore ScyllaDB's shard-per-core architecture and Seastar framework, learning how modern database design optimizes performance, scalability, and resource utilization in server technology.

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

Building Smart Farms with Edge Computing Systems Using Kubernetes

Implementación de sistemas de computación de borde con Kubernetes para crear granjas inteligentes, optimizando la agricultura mediante tecnología avanzada.

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

FOLL_PIN and File Systems

Explore FOLL_PIN and file systems with John Hubbard, gaining insights into Linux kernel internals and storage management techniques.

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

Disabling Extent Optimization in Linux File Systems

Explore techniques for disabling extent optimization in Linux file systems, enhancing performance and efficiency in specific scenarios.

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

Enabling Change Notification for Network and Cluster File Systems

Explore efficient change notification techniques for network and cluster file systems with expert Steve French.

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

Proactive Reclaim and Memory Tiering in Linux Systems

Explore advanced Linux memory management techniques, focusing on proactive reclaim and memory tiering to optimize system performance and resource utilization.

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

Dying Cgroups Issues in Linux Systems

Explore cgroup management challenges and solutions in Linux systems, focusing on issues related to terminating processes and resource allocation.

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

Dynamically Allocated Pseudo File Systems

Explore dynamically allocated pseudo file systems with Steven Rostedt, gaining insights into their functionality and implementation in Linux systems.

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

Copy Offload in Linux Systems

Explore Copy Offload techniques with Chaitanya Kulkarni, enhancing data transfer efficiency and system performance in Linux environments.

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

Uncovering Software Provenance in Embedded Systems

Explore techniques for tracing software origins in embedded systems, enhancing security and compliance in IoT and edge computing environments.

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