Michael C. Carroll

Papers

Total Citations

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About

Michael C. Carroll is a roboticist whose work focuses on the architecture and performance of modern robotic systems, particularly through the lens of the Robot Operating System 2 (ROS 2). His research delves into how the composition and execution of software nodes affect the efficiency, reliability, and real-time behavior of robotic platforms. Carroll’s most-cited paper, "Impact of ROS 2 Node Composition in Robotic Systems" (2023), provides a critical benchmark for understanding how different node and executor models influence computational graph processing—a foundational concern for developers building complex, distributed robotic applications. While his citation count is still growing, this work has already established him as a key voice in the optimization of ROS 2 frameworks. By systematically analyzing trade-offs in node composition, Carroll offers practical guidance for engineers seeking to improve system responsiveness and resource management. His contributions are especially relevant as ROS 2 becomes the standard for everything from industrial automation to autonomous vehicles, making his insights valuable for both researchers and practitioners aiming to push the boundaries of scalable, real-time robotics.