Jackie Kay (OSRF): Real-time Performance in ROS 2

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Jackie Kay was upgraded from OSRF intern to full-time software engineer in 2014. Her background includes robotics education and path planning for autonomous lunar rovers. More recently, she's been working on bringing real-time computing to ROS 2.

Real-time computing isn't about computing at a certain speed-- it's about computing on schedule. It means that your system can return data reliably and on time, in situations where responding late is usually bad thing; and sometimes a really bad thing. Hard real-time computing is important in safety critical applications (like nuclear reactors, spacecraft, and autonomous vehicles), when taking too long thinking about something could result in a figurative or literal crash -- or both. Soft real-time computing is a bit more forgiving, in that things running behind have a cost, but the data are still usable, as with packets arriving out of order while streaming video. And in between there's firm real-time computing, where missing deadlines is definitely bad but nothing explodes (or things only explode a little bit), like on a robotic assembly line.

Making a system that's adaptable and reliable, especially in the context of commercialization, often requires real-time computing, and this is why integrating real-time compatibility is one of the primary goals of ROS 2. Jackie's keynote addresses many of the technical details underlying the ROS 2 real-time approach, including scheduling, memory management, node design, and communications strategies. To illustrate the improvements that ROS 2 has over ROS, Jackie shares benchmarking results of a ROS 2 demo running in real-time, showing that even under stress, implementing a high performance soft real-time system in ROS 2 looks promising.

To try real-time computing in ROS 2 for yourself, you can download an Alpha release and play around with a demo here: https://github.com/ros2/ros2/wiki/Real-Time-Programming

ROSCon 2015 Hamburg: Day 1 - Jackie Kay: Real-time Performance in ROS 2 from OSRF on Vimeo.

Next up: Dave Coleman (University of Colorado Boulder) Check out last week's post: State of ROS 2

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This page contains a single entry by Tully Foote published on April 15, 2016 12:46 PM.

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