Control Systems Courses

Centre for Networked Intelligence, IISc

Age-Distortion Tradeoffs in Communication Systems

Explore the balance between timely data transmission and quality in networked systems, examining optimal strategies for packet-based communication and the impact of coding across packets.

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

Centre for Networked Intelligence, IISc

A Computational Theory of Graphical Dynamical Systems with Applications to Socio-Technical Networks

Explore the computational theory of Graphical Dynamical Systems and their practical applications in modeling complex socio-technical networks and distributed systems.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

UofU Data Science

Machine Learning: Representations and Learning in Online Systems - Lecture 9

Explore how hypothesis representation choices impact online learning algorithms and their effectiveness in machine learning applications.

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

UofU Data Science

Challenges in Fostering Trust and Distrust in AI Systems

Explore key challenges in AI trust development, from benchmark construction and evaluation methods to data quality issues and human trust factors in artificial intelligence systems.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

UofU Data Science

Understanding Human Trust in AI Systems - Evaluation and Analysis

Explore the complex dynamics of human-AI trust relationships, from interpersonal trust foundations to evaluating AI trustworthiness and warranted trust in practical applications.

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

UofU Data Science

Application-Grounded Evaluations of Explanations in AI Systems

Explore evaluation methods for AI explanations, focusing on simulatability, reliance metrics, and team performance in practical applications for enhanced decision-making.

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

Eclipse Foundation

Implementing Automated Lane-Keeping Systems (ALKS) Models in SUMO Traffic Simulator

Explore the implementation requirements of Automated Lane-Keeping Systems (ALKS) in SUMO traffic simulation, focusing on UNECE R157 regulations and practical development steps.

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

Eclipse Foundation

Embracing Remote Systems in Local IDEs - Remote Development and Live Collaboration Features

Discover how to leverage Theia's native SSH capabilities and live collaboration features for seamless remote development while maintaining familiar IDE functionality and workflow.

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

Eclipse Foundation

Eclipse SDV Developer Console and T-Systems Hypercube - Connected Car Services in Action

Discover how T-Systems Hypercube revolutionizes automotive software management through DevOps principles, enabling data-driven development and fleet operations using Eclipse projects for connected vehicles.

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

Seccomp and eBPF: Understanding Container Security and Kernel Access Control

Explore container security hardening through Seccomp and eBPF, comparing their approaches to limiting Linux kernel access and implementing the principle of least privilege in Kubernetes environments.

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

Crossplane Intro and Deep Dive - The Cloud Native Control Plane Framework

Dive into Crossplane's cloud-native control plane framework to compose infrastructure, create custom platform APIs, and master essential features like metrics, change logs, and claim management for building robust platforms.

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

Cooperative Scheduling for Stateful Systems in Kubernetes

Discover how LinkedIn manages stateful systems in Kubernetes through LiStatefulSet API, enabling customized safety checks and deployment policies while maintaining system availability and data durability.

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

Tame MTTR with Real-Time Anomaly Detection in Cloud-Native Systems

Master real-time anomaly detection techniques for Kubernetes clusters using statistical and ML algorithms to reduce MTTR, improve monitoring, and maintain optimal application performance.

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

XRegistry - Looking Beyond CloudEvents in Event-Driven Systems

Discover how xRegistry enhances CloudEvents by enabling endpoint discovery, message handling, and schema management in distributed systems through standardized APIs and domain-specific registries.

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

Deep Dive Into Generic Control Planes and KCP

Dive into advanced Kubernetes control plane architecture, exploring single-tenant, multi-tenant, and multi-shard implementations for scalable cloud-native infrastructure management and SaaS services.

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