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license: mit
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# AML4CPU: Implementation of Adaptive Machine Learning for Resource-Constrained Environments

Results and trained models for experiments 1-3. 

- 📄 **Paper**: [View on Lecture Notes in Computer Science - LNCS](https://link.springer.com/chapter/10.1007/978-3-031-82346-6_1)
- 📄 **Paper-Conference**: [Adaptive Machine Learning for Resource-Constrained Environments](https://aiimlab.org/pdf/events/KDD_2024_Workshop_On_Discovering_Drift_Phenomena_in_Evolving_Landscape_DELTA/Adaptive%20Machine%20Learning%20for%20Resource-Constrained%20Environments.pdf)
- 🤗 **Dataset on HuggingFace**: [adaptive_cpu_utilisation_dataset](https://huggingface.co/datasets/ICOS-AI/cpu_utilisation_dataset)
- 🤗 **Models on HuggingFace**: [adaptive_cpu_utilisation_prediction_models](https://huggingface.co/ICOS-AI/adaptive_cpu_utilisation_prediction_models)
- 📊 **Poster**: [View Poster](https://zenodo.org/records/14075777)
- 📄 **Paper (Online)**: [View Paper](https://zenodo.org/records/14106065)
- **GitHub Repository**: [AML4CPU](https://github.com/sebasmos/AML4CPU/)