diff --git a/about.md b/about.md index 62bd56b..5e794f0 100644 --- a/about.md +++ b/about.md @@ -3,15 +3,15 @@ gitea: none include_toc: true --- -# PerfSPEC Learning Phase - ABOUT +# [PerfSPEC Learning Phase](Readme.md) - ABOUT Based in [PrefSPEC: Performance Profiling-based Proactive Security Policy Enforcement for Containers](https://ieeexplore.ieee.org/document/10577533) document presented in [1], this repository contains source files used to generate and process data. -For more info use: +For more [PrefSPEC](Readme.md) info use: -- [PrefSPEC main description](Readme.md) -- [PrefSPEC introduction](intro.md) -- [PrefSPEC reference document](PerfSPEC.pdf) +- [Main description](Readme.md) +- [Introduction](intro.md) +- [Reference document](PerfSPEC.pdf) - [PresentaciĆ³n in Spanish](presentacion.pdf) - [How to install](https://repo.jesusperez.pro/jesus/perfspec-learning/src/branch/main/install.md) - [Autogenerated graph view of actions and events distribution](actions_distribution.pdf) @@ -38,5 +38,20 @@ For more info use: # Plans +## Tools and enviroment -# In Review \ No newline at end of file +- [ ] Use [Polars](https://pola.rs/) by default +- [ ] Use [Nushell](https://www.nushell.sh/] for command-line interfrace and data processing +- [ ] Try [Rust Machine Learning](https://burn.dev/) as alternative or complement of [Keras](https://keras.io/) / [TensorFlow requiremens](https://www.tensorflow.org/install/pip) +- [ ] Incorporate other training models and [Large language model][LLM] + +## [PerfSPEC](Readme.md) + +- [ ] Borrow some parts to [PerfSPEC Learning Phase](Readme.md) **Ranking** phase in classify and measure resources and performance costs +- [ ] Analisys and connection with other parts of [PerfSPEC design and reference](PerfSPEC.pdf) like **Ranking** and **Runtime** phases + +# In Review + +- [ ] Check predictions accuracy +- [ ] Validate data procedures and results +- [ ] Verify and test use cases \ No newline at end of file