Benchmark Specification for Fog Data Processing

This repository contains artifacts to benchmark fog data processing systems, as outlined in our paper Towards a Benchmark for Fog Data Processing.

Research

If you use this software in a publication, please cite it as:

Text

T. Pfandzelter and D. Bermbach, Towards a Benchmark for Fog Data Processing. 11th IEEE International Conference on Cloud Engineering (IC2E 2023). Boston, MA, USA. IEEE 2023.

BibTeX

@inproceedings{pfandzelter2023benchmark,
    author = "Pfandzelter, Tobias and Bermbach, David",
    title = "Towards a Benchmark for Fog Data Processing",
    booktitle = "Proceedings of the 11th IEEE International Conference on Cloud Engineering",
    month = sep,
    year = 2023,
    publisher = "IEEE",
    address = "New York, NY, USA",
    series = "IC2E 2023",
    location = "Boston, MA, USA",
}

A preprint is available on arXiv. For a full list of publications, please see our website.

License

The code in this repository is licensed under the terms of the MIT license.

Contents

1. MockFog 2.0 specification (mockfog)
2. Sensor Data Generator (sensor)
3. LSTM Model (lstm)