Control Systems Courses

Inside Livermore Lab

Extreme Aerodynamics: Flow Analysis and Control for Highly Gusty Conditions

Explore data-driven techniques for analyzing and controlling extreme aerodynamic flows in highly gusty conditions, focusing on machine learning approaches to model complex fluid dynamics for improved flight control.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

MLOps.community

Building Robust AI Systems with Battle-tested Frameworks - Mini Summit #10

Discover strategies for robust LLM deployment in production with Boundary ML's Vaibhav Gupta and Modal's Charles Frye, covering structured prompting, error handling, and serverless Python infrastructure for AI applications.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Conf42

Applying SRE Principles to SDOH: Resilient Healthcare Systems

Explore how Site Reliability Engineering principles can be applied to Social Determinants of Health to create more resilient healthcare systems, covering screening frameworks, team structures, analytics, and implementation strategies.

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

Devoxx

Goodbye Microservices, Hello Self-Contained Systems

Explore Self-Contained Systems (SCS) as an alternative to microservices, offering simpler development with independent components that include UI, logic, and database, demonstrated with Java and Vaadin examples.

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

Observability by Design: Leveraging OpenTelemetry Weaver to Take Control of Your Observability

Discover how OpenTelemetry Weaver helps define, document, and enforce observability signals, generating documentation and tests while maintaining compatibility guarantees for your cloud native applications.

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

Chaos To Control: Kubernetes Resiliency at the Edge

Discover how a global retail chain recovered from ransomware using Kubernetes-native tools, immutable backups, and S3-compatible storage. Learn to build secure, resilient edge environments that can recover quickly from unexpected disruptions.

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

Open Source Tools to Empower Ethical and Robust AI Systems

Explore open source tools for evaluating and securing AI models, including Garak, LLM Guard, Promptfoo, and frameworks for adversarial robustness, fairness, and compliance to build more ethical AI systems.

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

Mastering Kafka Workload Balancing With Strimzi's Cruise Control Integration

Discover how Strimzi integrates with Cruise Control to automate Apache Kafka workload balancing on Kubernetes, offering advanced monitoring, optimization, and efficient resource management for improved performance and stability.

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

DevConf

Designing Open AI Systems that are Trustworthy - From Models to Systems

Explore the design of trustworthy AI systems that balance autonomy with accountability, focusing on risk alignment, multi-agent orchestration, and governance frameworks for safe deployment in real-world environments.

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

USENIX

Rethinking the Request-to-IO Transformation Process of File Systems for Full Utilization of High-Bandwidth SSDs

Explore how OrchFS maximizes SSD performance through heterogeneous-IO orchestration, alignment-based write-partition, and multi-threaded processing to overcome traditional file system limitations.

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

USENIX

Silhouette: Leveraging Consistency Mechanisms to Detect Bugs in Persistent Memory-Based File Systems

Explore Silhouette, a framework detecting bugs in persistent memory file systems by leveraging consistency mechanisms to reduce exploration space and find bugs faster than existing tools.

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

USENIX

HiDPU: A DPU-Oriented Hybrid Indexing Scheme for Disaggregated Storage Systems

Explore HiDPU, a hybrid indexing scheme for DPUs in disaggregated storage that reduces memory usage by 92% and improves query performance up to 6.3x through multi-level indexing and optimized DPU-host interactions.

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

USENIX

Boosting File Systems Elegantly: A Transparent NVM Write-ahead Log for Disk File Systems

Discover NVLog, a transparent NVM-based write-ahead log that elegantly boosts disk file system performance with byte-granularity sync absorption, efficient crash recovery, and optimized small writes handling.

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

AWS Events

Advanced Process Control for Manufacturing with AI Agents

Discover how Liveline Technologies uses AI agents to automate factory processes, enabling rapid deployment of real-time controls for complex situations with superior cost-effectiveness compared to legacy solutions.

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

Conf42

High-Performance ML Systems with NumPy, PyTorch, and Ray for Fraud Detection

Discover how to build high-performance machine learning systems for fraud detection using NumPy, PyTorch, and Ray, covering implementation approaches, real-time prevention techniques, and future AI applications in this field.

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