Distributed machine learning architectures

Architectures

In the architectures folder, we can find the actual implementation and the corresponding mapping to fogØ5 of the distributed architectures.

Analyzer

In the analyzer folder, you can find a script that permits to analyze various parameters of the gossip learning and federated learning architectures.

Dataset

In the dataset folder, you can find the dataset used to test the aforementioned architectures, along with a script to auto-generate a training dataset for the cloud-centric and cloud-edge-thing architectures.