Industrial Automation Systems Courses

code::dive conference

Automating Code Generation for Embedded Systems

Explore automated code generation for embedded systems, transforming high-level algorithms into optimized C/C++ code. Learn about enhancing efficiency, ensuring traceability, and meeting safety standards in software development.

• YouTube
• 1 hour 1 minute
• On-Demand
• Conference Talk

code::dive conference

Embedded Systems 101

Comprehensive introduction to embedded systems, covering their importance, challenges, and development techniques. Ideal for computer science graduates seeking organized knowledge in this field.

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

code::dive conference

Programming Utilities for Unix-like Systems in Python

Explore Python's capabilities for creating Unix-like system utilities, enhancing your skills in developing efficient command-line tools and system-level programming.

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

Paul G. Allen School

Building Trusted Systems on Top of Leaky Abstractions

Exploring secure system design in complex tech stacks. Covers side-channel attacks, browser security, and trusted execution environments. Insights on building robust systems against known and unknown threats.

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

Paul G. Allen School

SAMPL Research Group Presentations on Machine Learning Hardware and Systems

Presentations on cutting-edge machine learning hardware, efficient cloud communication, dynamic tensor rematerialization, alternative datatypes, and quantized ML kernels by UW graduate students.

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

Paul G. Allen School

Systems Research Group Presentations on Distributed Storage and Kernel Extensibility

Graduate students present cutting-edge research on distributed systems, including scalable storage, efficient model checking, and safe kernel extensibility, showcasing innovative solutions to complex computing challenges.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Paul G. Allen School

Distributed Systems: Replication and Consistency - Lecture 3

Explore advanced topics in computer science, focusing on cutting-edge research and emerging technologies in the field of artificial intelligence and machine learning.

• YouTube
• 2 hours 36 minutes
• On-Demand
• Free Video

Paul G. Allen School

Provably Secure Machine Learning Algorithms - Designing Reliable AI Systems

Exploring vulnerabilities in machine learning systems and developing provably secure algorithms to defend against statistical attacks in high-dimensional settings and non-convex models.

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

Paul G. Allen School

Distributed Systems: Consensus and Replication - Lecture 10

Explore advanced topics in distributed systems, focusing on consensus algorithms, fault tolerance, and scalability in large-scale networks.

• YouTube
• 2 hours 40 minutes
• On-Demand
• Free Video

Paul G. Allen School

Systems & Networks Seminar - RDMA in Data Centers: From Cloud Computing to Machine Learning

Explore RDMA's role in data centers, covering its applications in cloud computing and machine learning, with insights from industry expert Chuanxiong Guo of Bytedance.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Paul G. Allen School

Systems & Networks Seminar - Enabling Low-Power Communication for IoT Devices

Explore innovative low-power wireless connectivity for IoT devices using backscatter communication, enabling efficient data transmission by reflecting existing WiFi, Bluetooth, and ZigBee signals.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Paul G. Allen School

Distributed Systems: Consensus and Replication - Lecture 8

Explore advanced topics in distributed systems, focusing on consensus algorithms, fault tolerance, and scalability in large-scale networks.

• YouTube
• 2 hours 50 minutes
• On-Demand
• Free Video

Paul G. Allen School

Distributed Storage Systems: BigTable - Lecture 6

Explore BigTable's data model, requirements, and advantages over commercial databases in this comprehensive lecture on distributed storage systems.

• YouTube
• 2 hours 33 minutes
• On-Demand
• Free Video

Paul G. Allen School

Distributed Systems: Replication and Consistency - Lecture 4

Explore advanced distributed systems concepts, focusing on consensus algorithms, fault tolerance, and scalability in large-scale networks.

• YouTube
• 2 hours 39 minutes
• On-Demand
• Free Video

Paul G. Allen School

Distributed Systems: Logical Time and Causality - Lecture 3

Explore advanced distributed systems concepts, focusing on consensus algorithms, fault tolerance, and scalability in large-scale networked environments.

• YouTube
• 2 hours 43 minutes
• On-Demand
• Free Video