edgesimpy-tutorials

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edgesimpy-tutorials

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Hands-on tutorials to help you understand how EdgeSimPy works and how to use it in your research

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# EdgeSimPy Tutorials

:books: **Welcome to EdgeSimPy's tutorials library!** :books:

This repository hosts a series of hands-on tutorials that leverage EdgeSimPy's features on real-life examples that can be easily adapted to your research.

All tutorials are built using Jupyter notebooks, which allows you to read the documentation and run the code interactively.

You can download and run the notebooks manually on your computer by clicking on their titles. Alternatively, you can also run the notebooks on free online platforms:
- Click on "Colab" to run the notebook in [Google Colab](https://colab.research.google.com/).
- Click on "MyBinder" to run the notebook in [MyBinder](https://mybinder.org/).

You can find the list of available tutorials down below.

| Run                                                                                                                                                                                                                                                                                 | Tutorial                                                                                                                                               |
| :---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------ |
| [Colab](https://colab.research.google.com/github/edgesimpy/edgesimpy-tutorials/blob/master/notebooks/loading-datasets.ipynb) \| [MyBinder](https://mybinder.org/v2/gh/edgesimpy/edgesimpy-tutorials/master?filepath=notebooks%2Floading-datasets.ipynb)                             | [Loading datasets](https://github.com/EdgeSimPy/edgesimpy-tutorials/blob/master/notebooks/loading-datasets.ipynb)                                      |
| [Colab](https://colab.research.google.com/github/edgesimpy/edgesimpy-tutorials/blob/master/notebooks/manipulating-components.ipynb) \| [MyBinder](https://mybinder.org/v2/gh/edgesimpy/edgesimpy-tutorials/master?filepath=notebooks%2Fmanipulating-components.ipynb)               | [Manipulating components](https://github.com/EdgeSimPy/edgesimpy-tutorials/blob/master/notebooks/manipulating-components.ipynb)                        |
| [Colab](https://colab.research.google.com/github/edgesimpy/edgesimpy-tutorials/blob/master/notebooks/monitoring-simulation.ipynb) \| [MyBinder](https://mybinder.org/v2/gh/edgesimpy/edgesimpy-tutorials/master?filepath=notebooks%2Fmonitoring-simulation.ipynb)                   | [Monitoring simulation](https://github.com/EdgeSimPy/edgesimpy-tutorials/blob/master/notebooks/monitoring-simulation.ipynb)                            |
| [Colab](https://colab.research.google.com/github/edgesimpy/edgesimpy-tutorials/blob/master/notebooks/creating-placement-algorithm.ipynb) \| [MyBinder](https://mybinder.org/v2/gh/edgesimpy/edgesimpy-tutorials/master?filepath=notebooks%2Fcreating-placement-algorithm.ipynb)     | [Creating a placement algorithm](https://github.com/EdgeSimPy/edgesimpy-tutorials/blob/master/notebooks/creating-placement-algorithm.ipynb)            |
| [Colab](https://colab.research.google.com/github/edgesimpy/edgesimpy-tutorials/blob/master/notebooks/creating-migration-algorithm.ipynb) \| [MyBinder](https://mybinder.org/v2/gh/edgesimpy/edgesimpy-tutorials/master?filepath=notebooks%2Fcreating-migration-algorithm.ipynb)     | [Creating a migration algorithm](https://github.com/EdgeSimPy/edgesimpy-tutorials/blob/master/notebooks/creating-migration-algorithm.ipynb)            |
| [Colab](https://colab.research.google.com/github/edgesimpy/edgesimpy-tutorials/blob/master/notebooks/automating-experiments.ipynb) \| [MyBinder](https://mybinder.org/v2/gh/edgesimpy/edgesimpy-tutorials/master?filepath=notebooks%2Fautomating-experiments.ipynb)                 | [Automating experiments](https://github.com/EdgeSimPy/edgesimpy-tutorials/blob/master/notebooks/automating-experiments.ipynb)                          |
| [Colab](https://colab.research.google.com/github/edgesimpy/edgesimpy-tutorials/blob/master/notebooks/including-custom-system-models.ipynb) \| [MyBinder](https://mybinder.org/v2/gh/edgesimpy/edgesimpy-tutorials/master?filepath=notebooks%2Fincluding-custom-system-models.ipynb) | [Using built-in and custom system models](https://github.com/EdgeSimPy/edgesimpy-tutorials/blob/master/notebooks/including-custom-system-models.ipynb) |

> :zap: **Would you like to see other EdgeSimPy tutorials around here?** :zap:
>
> Open a pull request for this repository describing the tutorial you want, and we will try to build it as soon as possible.

<br>

## Are You Using EdgeSimPy?

**The EdgeSimPy paper is published in the Future Generation Computer Systems journal ([link here](https://doi.org/10.1016/j.future.2023.06.013), [PDF here](https://raw.githubusercontent.com/EdgeSimPy/edgesimpy/master/docs/assets/EdgeSimPy-Paper-FGCS.pdf)). If you use EdgeSimPy in an academic work, we would appreciate citations according to the following reference:**

```bibtex
@article{souza2023edgesimpy,
    author={Paulo S. Souza and Tiago Ferreto and Rodrigo N. Calheiros},
    title={EdgeSimPy: Python-Based Modeling and Simulation of Edge Computing Resource Management Policies},
    journal={Future Generation Computer Systems},
    year={2023},
    issn={0167-739X},
    volume={148},
    pages={446-459},
    doi={https://doi.org/10.1016/j.future.2023.06.013},
    publisher={Elsevier}
}
```

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