DAMON Publications and Presentations

!! NOTE !!

This post has migrated to https://damonitor.github.io/posts/damon_publications_talks. This out-dated post will be removed soon.

Below is a list of publications and presentations that cover DAMON project.

This list is not exhaustive and is compiled to the best of our ability, as some publications or presentations may have been made without the knowledge of the DAMON maintainers. If you find a publication or announcement that should be added to this list, please let us know at sj@kernel.org and/or damon@lists.linux.dev.

What to read/cite?

For people who more familiar to academic papers, DAMON papers for Middleware'19 Industry and HPDC'22 are recommended to read and/or cite. The paper for Middleware'19 covers DAMON’s monitoring mechanisms and access pattern profiling-guided optimizations. The paper for HPDC'22 extends the coverage to DAMOS (automated access-aware system operations) and user-space driven auto-tuning.

• SeongJae Park, DAMON: Long-term Plans for Kernel That {Just Works,Extensible}. In Linux Kernel Memory Management Microconferenct at Linux Plumbers, Sep 2024. Slides, Video, Link
• SeongJae Park, DAMON Recipes: Ways to Save Memory Using a Linux Kernel Subsystem in the Real World. In Open Source Summit Europe, Sep 2024. Slides 1, Slides 2, Video, Link
• Jonathan Corbet, An update and future plans for DAMON. In Linux Weekly News, May 2024. Article
• SeongJae Park, DAMON Updates and Plans: Automation of DAMON tuning, tiering, and VM guest scaling. In Linux Storage | Filesystem | MM & BPF Summit, May 2024. Slides, Video, Link
• SeongJae Park, DAMO[N,S]?: Implementing Self-Driven Data Access-Aware Efficient Linux System. In Open Source Summit North America, Apr 2024. Slides, Video, Link
• SeongJae Park, DAMON: Current Status and Future Plans. In Kernel Summit, Nov 2023. Slides, Video, Link
• SeongJae Park, Data Access Monitoring Operator (DAMO): User-Space Tool/Python Library for Access-Aware Profiling and Optimization of Your Linux Systems. In Open Source Summit Europe, Sep 2023. Slides, Video, Link
• Jonathan Corbet, A 2023 DAMON update. In Linux Weekly News, May 2023. Article
• SeongJae Park, DAMON, DAMOS, and DAMO: Kernel Subsystems and User-Space Tools for Data Access-Aware System Analysis/Optimizations. In Open Source Summit North America, May 2023. Slides, Video, Link
• SeongJae Park, DAMON updates and future plans. In Linux Storage | Filesystem | MM & BPF Summit, May 2023. Slides, Video, Link
• SeongJae Park, Current Status and Future Plans of DAMON. In The Linux Kernel Summit, September 2022. Slides, Video, Link
• Jonathan Corbet, LRU-list manipulation with DAMON. In Linux Weekly News, August 2022. Article
• SeongJae Park, Current Status, Future Plans, and Possible Collaborations for DAMON. In The Linux Kernel Summit, September 2022. Link
• SeongJae Park, Madhuparna Bhowmik, Alexandru Uta, DAOS: Data Access-aware Operating System. In The 31st International ACM Symposium on High-Performance Parallel and Distributed Computing (HPDC'22), June 2022. Paper, Slides, Poster
• SeongJae Park, Writing a fine-grained access pattern oriented lightweight kernel module using DAMON/DAMOS in 10 minutes. In The Linux Kernel Summit, September 2021. Slides, Video, Link
• Jonathan Corbet, Using DAMON for proactive reclaim. In Linux Weekly News, July 2021. Article
• SeongJae Park, DAMON: Data Access Monitoring Framework for Fun and Memory Management Optimizations, In The Linux Kernel Summit, August 2020. Slides, Video, Link
• Yunjae Lee, Yunhee Kim, and Heon. Y. Yeom, Lightweight Memory Tracing for Hot Data Identification, In Cluster computing, 2020. Paper
• Jonathan Corbet, Memory-management optimization with DAMON. In Linux Weekly News, February 2020. Article
• SeongJae Park, Yunjae Lee, Heon Y. Yeom, Profiling Dynamic Data Access Patterns with Controlled Overhead and Quality. In 20th ACM/IFIP International Middleware Conference Industry, December 2019. Paper
• SeongJae Park, Tracing Data Access Pattern with Bounded Overhead and Best-effort Accuracy. In The Linux Kernel Summit, September 2019. Slides, Link
• SeongJae Park, Yunjae Lee, Yunhee Kim, Heon Y. Yeom, Profiling Dynamic Data Access Patterns with Bounded Overhead and Accuracy. In IEEE International Workshop on Foundations and Applications of Self-* Systems (FAS* 2019), June 2019. Paper