This is an accompanying repository to the paper Ensemble-based modeling abstractions for modern self-optimizing systems by Michal Töpfer, Milad Abdullah, Tomáš Bureš, Petr Hnětynka, and Martin Kruliš.
It also serves as a replication package for Master thesis Machine-learning-based self-adaptation of component ensembles by Michal Töpfer.
There are several folders in this repository:
ml_deeco
– implementation of the ML-DEECo framework.ml_deeco/examples
simple_example
– a simple example showing basic usage of the ML-DEECo framework.all_example
– example of all predictions defined in the taxonomy (serves mainly as a test of the implementation).
smart_factory
– the example showcased throughout the paper (with a replication package).