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 # Documentation
+The "Automatic Detection of Pathological Jobs for HPC User Support" project develops an automated detection engine to identify performance issues (pathological jobs) in High-Performance Computing (HPC) environments. Performance tuning in HPC is challenging, requiring deep expertise in algorithms, processor architecture, and system-level optimizations. Many research groups and users often lack this specialized knowledge, leading to common mistakes like over-parallelization and inefficient memory usage. Traditionally, HPC support staff manually detect these issues through job-specific monitoring systems.
 
-## Links
-
-- [Performance Patterns im HPC-Wiki](https://hpc-wiki.info/hpc/Performance_Pattern_List)
-- [ClusterCockpit Job-Archive Spec auf github](https://github.com/ClusterCockpit/cc-backend/tree/master/pkg/schema/schemas)
-
-## Getting started
-
-To make it easy for you to get started with GitLab, here's a list of recommended next steps.
-
-Already a pro? Just edit this README.md and make it your own. Want to make it easy? [Use the template at the bottom](#editing-this-readme)!
-
-## Add your files
-
-- [ ] [Create](https://docs.gitlab.com/ee/user/project/repository/web_editor.html#create-a-file) or [upload](https://docs.gitlab.com/ee/user/project/repository/web_editor.html#upload-a-file) files
-- [ ] [Add files using the command line](https://docs.gitlab.com/ee/gitlab-basics/add-file.html#add-a-file-using-the-command-line) or push an existing Git repository with the following command:
-
-```
-cd existing_repo
-git remote add origin https://git-ce.rwth-aachen.de/pathojobs/documentation.git
-git branch -M main
-git push -uf origin main
-```
-
-## Integrate with your tools
-
-- [ ] [Set up project integrations](https://git-ce.rwth-aachen.de/pathojobs/documentation/-/settings/integrations)
-
-## Collaborate with your team
-
-- [ ] [Invite team members and collaborators](https://docs.gitlab.com/ee/user/project/members/)
-- [ ] [Create a new merge request](https://docs.gitlab.com/ee/user/project/merge_requests/creating_merge_requests.html)
-- [ ] [Automatically close issues from merge requests](https://docs.gitlab.com/ee/user/project/issues/managing_issues.html#closing-issues-automatically)
-- [ ] [Enable merge request approvals](https://docs.gitlab.com/ee/user/project/merge_requests/approvals/)
-- [ ] [Automatically merge when pipeline succeeds](https://docs.gitlab.com/ee/user/project/merge_requests/merge_when_pipeline_succeeds.html)
-
-## Test and Deploy
-
-Use the built-in continuous integration in GitLab.
-
-- [ ] [Get started with GitLab CI/CD](https://docs.gitlab.com/ee/ci/quick_start/index.html)
-- [ ] [Analyze your code for known vulnerabilities with Static Application Security Testing(SAST)](https://docs.gitlab.com/ee/user/application_security/sast/)
-- [ ] [Deploy to Kubernetes, Amazon EC2, or Amazon ECS using Auto Deploy](https://docs.gitlab.com/ee/topics/autodevops/requirements.html)
-- [ ] [Use pull-based deployments for improved Kubernetes management](https://docs.gitlab.com/ee/user/clusters/agent/)
-- [ ] [Set up protected environments](https://docs.gitlab.com/ee/ci/environments/protected_environments.html)
-
-***
+With this project, we aim to reduce the workload on support staff by creating a configurable detection engine that analyzes job-specific metrics and identifies performance anti-patterns (PAPs). These PAPs, defined externally by experts and tailored to specific clusters, enable quick adaptation to different HPC systems. Our detection engine is designed to be monitoring-environment agnostic, supporting frameworks like ClusterCockpit, PIKA, and GEOPM.
 
-# Editing this README
+We also include a subsystem that automatically determines the applications used in jobs, improving detection accuracy by linking performance patterns to specific applications or domains. When the engine detects a pathological job, it triggers predefined action templates (ATs) to notify users or support staff and provide steps to resolve the issue.
 
-When you're ready to make this README your own, just edit this file and use the handy template below (or feel free to structure it however you want - this is just a starting point!). Thank you to [makeareadme.com](https://www.makeareadme.com/) for this template.
-
-## Suggestions for a good README
-Every project is different, so consider which of these sections apply to yours. The sections used in the template are suggestions for most open source projects. Also keep in mind that while a README can be too long and detailed, too long is better than too short. If you think your README is too long, consider utilizing another form of documentation rather than cutting out information.
-
-## Name
-Choose a self-explaining name for your project.
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-## Description
-Let people know what your project can do specifically. Provide context and add a link to any reference visitors might be unfamiliar with. A list of Features or a Background subsection can also be added here. If there are alternatives to your project, this is a good place to list differentiating factors.
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-## Badges
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-## Visuals
-Depending on what you are making, it can be a good idea to include screenshots or even a video (you'll frequently see GIFs rather than actual videos). Tools like ttygif can help, but check out Asciinema for a more sophisticated method.
-
-## Installation
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-
-## Usage
-Use examples liberally, and show the expected output if you can. It's helpful to have inline the smallest example of usage that you can demonstrate, while providing links to more sophisticated examples if they are too long to reasonably include in the README.
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-## Support
-Tell people where they can go to for help. It can be any combination of an issue tracker, a chat room, an email address, etc.
-
-## Roadmap
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-
-## Contributing
-State if you are open to contributions and what your requirements are for accepting them.
-
-For people who want to make changes to your project, it's helpful to have some documentation on how to get started. Perhaps there is a script that they should run or some environment variables that they need to set. Make these steps explicit. These instructions could also be useful to your future self.
-
-You can also document commands to lint the code or run tests. These steps help to ensure high code quality and reduce the likelihood that the changes inadvertently break something. Having instructions for running tests is especially helpful if it requires external setup, such as starting a Selenium server for testing in a browser.
-
-## Authors and acknowledgment
-Show your appreciation to those who have contributed to the project.
-
-## License
-For open source projects, say how it is licensed.
+Currently, the project consists of the rule evaluation engine and the rule definitions: [Job Pattern Rule Evaluation Engine](git@git-ce.rwth-aachen.de:pathojobs/job-pattern-rule-evaluation-wip.git)
+## Links
 
-## Project status
-If you have run out of energy or time for your project, put a note at the top of the README saying that development has slowed down or stopped completely. Someone may choose to fork your project or volunteer to step in as a maintainer or owner, allowing your project to keep going. You can also make an explicit request for maintainers.
+- [Performance Patterns im HPC-Wiki](https://hpc-wiki.info/hpc/Performance_Pattern_List)
+- [ClusterCockpit Job-Archive Spec auf github](https://github.com/ClusterCockpit/cc-backend/tree/master/pkg/schema/schemas)
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