Systems Core Courses

GDC

How to Reduce In-Game Inflation by Monitoring Your Economic Systems

Learn strategies to monitor and control in-game inflation in MMORPGs, focusing on economic systems, currency issuance, item production, and player population dynamics.

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

GDC

Eos is Alive - The AI Systems of Final Fantasy XV

Explore Final Fantasy XV's innovative AI systems: AI Director, Meta AI, and Animation System. Learn how Square Enix optimized reusability and efficiency in game development.

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

GDC

Ranking Systems - Elo, TrueSkill and Your Own

Explore the mathematics behind Elo and TrueSkill ranking systems, and learn how to develop your own for various gaming applications. Gain insights into complexity, new player integration, and anti-cheating measures.

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

The Rockefeller University

The Inside Story - How the Microbiome Influences Communication Between Our Nervous and Immune Systems

Explore the gut-brain axis and its impact on health, covering topics like neuroimmunity, microbiome, food allergies, and oral tolerance, with insights into gastrointestinal pathologies and potential treatments.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Will You Accept an Imperfect AI? Exploring Designs for Adjusting End-user Expectations of AI-powered Systems

Explore strategies for adjusting user expectations of AI systems, focusing on a Scheduling Assistant case study to improve acceptance of imperfect AI technologies.

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

Association for Computing Machinery (ACM)

Design Guideline for Developing Safe Systems that Apply Electricity to the Human Body

Guidelines for safely developing systems that apply electricity to the human body, covering electrical stimulation, safety parameters, hazards, and industrial standards.

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

Association for Computing Machinery (ACM)

Effects of an Adaptive Modality Selection Algorithm for Navigation Systems

Explores an adaptive algorithm for selecting navigation modalities, considering task benefits, switching costs, and habituation. Improves user performance during multitasking scenarios.

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

Association for Computing Machinery (ACM)

Making Core Memory - Design Inquiry into Gendered Legacies of Engineering and Craftwork

Explore the hidden history of core memory weaving, blending engineering and craftwork to challenge gender narratives in technology through design inquiry and participatory workshops.

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

Materials Research Society

Embedding Domain Knowledge for Machine Learning of Complex Material Systems

Explore embedding domain knowledge in machine learning for complex material systems, focusing on hierarchical approaches, response surfaces, and hidden correlations in materials research.

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

Red Hat

Using Ansible and Redfish to Automate Systems Management

Automate large-scale server monitoring, provisioning, and updates using Ansible and Redfish. Learn to improve IT efficiency and reduce management complexity in modern infrastructure environments.

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

Red Hat

Reactive Systems with Eclipse Vert.x and Red Hat OpenShift

Explore reactive systems using Eclipse Vert.x and OpenShift. Learn to build scalable, microservice-based applications with improved performance, simplified deployment, and efficient resource management.

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

Red Hat

Extend Legacy Enterprise Systems into Mobile Apps

Extend legacy systems into mobile apps using Red Hat technologies, enabling enterprise mobile experiences while reducing costs and maintaining centralized product information systems.

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

Docker

Accelerating Development Velocity of Production ML Systems with Docker

Learn to accelerate ML system development using Docker, exploring Pinterest's evolution, ranking models, mobile development, automated training, and debugging frameworks.

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

Docker

Constructing Scalable, Resilient and Consistent Systems with Flexible Paxos

Explore Flexible Paxos, a novel approach to consensus in distributed systems that enhances performance, scalability, and resilience by relaxing majority agreement requirements in Paxos phases.

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

Cloud Native Automation - Edges to Core

Explore cloud-native automation for network functions, covering architecture, Kubernetes, and collaboration between cloud and telecom providers for simplified, next-generation solutions.

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