Systems Administration Courses

Fields Institute

Learning Linear Dynamical Systems with Hankel Nuclear Norm Regularization

Explore finite-sample analysis and insights for learning low-order linear dynamical systems using Hankel nuclear norm regularization, with applications in control and reinforcement learning.

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

ICTP Mathematics

Black Holes, Binary Systems, and Gravitational Waves - Extreme Mass-Ratio Inspirals - Lecture 2

Explore extreme mass-ratio inspirals in binary systems, focusing on black holes and gravitational waves. Learn about cutting-edge research in astrophysics and general relativity.

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

USENIX

Wireless Attacks on Aircraft Instrument Landing Systems

Investigates vulnerabilities in aircraft instrument landing systems to wireless attacks using software-defined radio, demonstrating potential for spoofing signals and causing off-runway landings in low-visibility conditions.

• YouTube
• 23 minutes
• Self-Paced
• Conference Talk

USENIX

Cross-Dataset Time Series Anomaly Detection for Cloud Systems

Innovative approach combining transfer and active learning for detecting anomalies in cloud systems using limited labeled data, improving efficiency in maintaining service availability.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

USENIX

SLO Burn - Reducing Alert Fatigue and Maintenance Cost in Systems of Any Size

Discover strategies to reduce alert fatigue and maintenance costs in systems of any size using Service Level Objectives (SLOs) and symptom-based alerting with Prometheus.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

USENIX

Perseus - A Fail-Slow Detection Framework for Cloud Storage Systems

Innovative framework for detecting and analyzing fail-slow failures in cloud storage systems, reducing tail latency and providing insights into root causes through large-scale dataset analysis.

• YouTube
• 16 minutes
• Self-Paced
• Conference Talk

IEEE

TASHAROK - Using Mechanism Design for Enhancing Security Resource Allocation in Interdependent Systems

Explore mechanism design for optimizing security resource allocation in interconnected systems, enhancing overall protection and addressing interdependencies.

• YouTube
• 25 minutes
• Self-Paced
• Conference Talk

IEEE

Targeted Adversarial Examples for Black Box Audio Systems

Exploring techniques to generate adversarial examples for audio systems, combining genetic algorithms and gradient estimation to achieve high attack success rates while maintaining audio similarity.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk

IEEE

Exploit the Last Straw That Breaks Android Systems

Uncover vulnerabilities in Android systems through advanced exploitation techniques, focusing on critical weaknesses that can compromise device security and user data.

• YouTube
• 19 minutes
• Self-Paced
• Conference Talk

IEEE

Reading Between the Lines - An Extensive Evaluation of the Security and Privacy Implications of EPUB Reading Systems

Comprehensive analysis of security and privacy risks in EPUB reading systems, exploring vulnerabilities and potential threats to user data and digital content protection.

• YouTube
• 14 minutes
• Self-Paced
• Conference Talk

IEEE

Tactical Provenance Analysis our Endpoint Detection and Response Systems

Explore advanced techniques for analyzing and enhancing endpoint detection and response systems, focusing on tactical provenance analysis for improved cybersecurity.

• YouTube
• 15 minutes
• Self-Paced
• Conference Talk

IEEE

Fuzzing File Systems via Two-Dimensional Input Space Exploration

Explores innovative fuzzing technique for file systems, addressing challenges in input space exploration, operation generation, and bug reproduction. Introduces JANUS, a feedback-driven fuzzer with improved efficiency and reproducibility.

• YouTube
• 20 minutes
• Self-Paced
• Conference Talk

Steve Brunton

Degenerate Systems of Equations and Non-Normal Energy Growth

Explore degenerate equation systems and non-normal energy growth in engineering mathematics, focusing on key concepts and practical applications in dynamic systems analysis.

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

Steve Brunton

Linearization of Nonlinear ODEs, 2x2 Systems, Phase Portraits

Explore linearization techniques for nonlinear ODEs, analyze 2x2 systems, and visualize phase portraits in this advanced engineering mathematics lecture.

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

Steve Brunton

Eigenvalues, Eigenvectors, and Dynamical Systems

Explore eigenvalues, eigenvectors, and dynamical systems in engineering mathematics, focusing on their applications and significance in solving complex problems.

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