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Linux Foundation

Self-Driving DAMON/S - Controlled and Automated Access-aware Efficient Systems

Linux Foundation via YouTube

Overview

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Explore a 45-minute conference talk that delves into DAMON, a Linux kernel subsystem designed for efficient data access monitoring and access-aware system operations. Learn how data access monitoring can be both highly beneficial and potentially harmful depending on implementation, and discover why users typically face time-consuming testing and tuning challenges that extend beyond just monitoring to system-level operations in general. Understand DAMON's innovative approach to solving the tuning problem through embedded automation mechanisms that enable automated operation while maintaining safe control parameters. Gain detailed insights into the specific tuning challenges and DAMON's automation solutions, complete with practical usage guidelines and comprehensive evaluation results that demonstrate real-world effectiveness. Acquire actionable knowledge for implementing DAMON to create more efficient systems and develop broader strategies for addressing tuning problems across various system-level operations.

Syllabus

Self-Driving DAMON/S: Controlled and Automated Access-aware Efficient Systems - SeongJae Park, Meta

Taught by

Linux Foundation

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