Federated Learning & Blockchain system for data analysis

Inspiration

We are students from the MIRI master focused in distributed systems and computer networks. We thought that it would be a good approach to join the use of new technologies from companies and the knowledge from the Master.

The project tries to implement a Machine Learning Model, ARIMA, that uses some data to predict in the pattern of time series structures. Also, the project tries to take advantage of new technologies as Blockchain system and federated learning to achieve new perspectives. With blockchain we can assure the anonymization and security of each transaction done in the network. With the federated learning we can assure the contribution of multiple companies to build a distributed model in the system, thus, the system is more reliable in terms of point of failure.