Systems Core Courses

Association for Computing Machinery (ACM)

Modeling the Impact of Passive Ventilation Systems on Multi-Zone Thermal Dynamics

Explore advanced thermal modeling techniques for passive ventilation systems and their effects on multi-zone environments, focusing on dynamic temperature control and energy efficiency.

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

Conf42

Optimizing IT Performance in Complex Systems

Explore advanced strategies for managing and optimizing IT system performance while navigating complex infrastructures, user demands, and resource constraints.

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

Conf42

Reducing Hallucinations in Conversational Systems

Discover effective strategies for minimizing AI hallucinations through prompt engineering techniques, ethical considerations, and bias mitigation in large language models.

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

Eclipse Foundation

How IoT Can Save a Life - A Real-World Example in Smart City Traffic Systems - OCX 2024

Explore real-world IoT applications in smart city infrastructure, focusing on collision detection systems that integrate traffic, public transport, and pedestrian data to enhance urban safety.

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

Eclipse Foundation

Bringing Memory Safety to Time Critical Embedded Systems for Automotive and Industrial Systems

Explore memory safety solutions for time-critical embedded systems, covering deterministic garbage collection, Rust, Realtime Java, and OSGi implementations in automotive and industrial applications.

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

Simons Institute

Adaptive Data Collection via Autoregressive Generation in News Recommendation Systems

Discover how autoregressive models can enhance adaptive data collection and decision-making through Thompson sampling, with applications in news recommendation systems and cold-start problems.

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

Simons Institute

Scalably Understanding AI with AI - Using AI Systems for Model Behavior Analysis

Explore advanced techniques for analyzing AI systems, from behavior elicitation to neuron description, focusing on using AI tools to understand and improve AI model behaviors and representations.

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

SNIAVideo

Efficient Media Utilization Across Dissimilar Cloud Storage Systems

Discover how Azure Storage optimizes cloud storage systems through innovative architectures, exploring dual platforms for blob/file data and virtual machine storage, plus new technologies for enhanced efficiency.

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

SNIAVideo

Optimized Resource Allocation for CXL Tiered-Memory Systems

Explore advanced techniques for optimizing CXL tiered-memory systems, focusing on efficient resource allocation, workload profiling, and performance enhancement in data center environments.

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

SNIAVideo

Changes in Encryption and Other Security Algorithms for Storage Systems

Explore the latest developments in storage security standards, focusing on XTS-AES encryption improvements, device sanitization protocols, and cross-organizational standards coordination for enhanced storage protection.

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

SNIAVideo

SMB Integration with Ceph Storage Systems - Implementation and Management

Discover how to integrate SMB protocols with Ceph storage systems, focusing on implementation challenges, management strategies, and upcoming features for enhanced file storage accessibility.

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

Discover AI

A Brief History of AI and AI Agents - From Language Models to Multi-Agent Systems

Explore the evolution of AI from GPT-3 to modern multi-agent systems, covering key developments in language models, function calling, AI agents, and future implications for global artificial intelligence.

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

SK AI SUMMIT 2024

Big Data Systems for Machine Learning and Telco Infrastructure Transformation

Discover how Raven optimizes prediction queries by integrating data processing and machine learning pipelines, while exploring hardware acceleration techniques for enhanced performance in telco AI applications.

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

SK AI SUMMIT 2024

AI Applications in Core Die Device and Process Simulation

Explore how AI revolutionizes semiconductor device/process simulations, focusing on Graph NN for material screening and Neural Operator for transistor performance optimization at SK Hynix.

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

SK AI SUMMIT 2024

AI-native Network Evolution: Base Station, Core, and Wired Networks

Discover how SK Telecom integrates AI into 5G networks across base stations, core, and wired infrastructure to enhance performance, quality, energy efficiency, and security through real-world implementation cases.

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