Federated Analytics: Insights Without Centralized Data

Federated analytics offers a paradigm shift in analysis. This is due to the availability of insights of distributional data minus the burden of centralized data storage. Generally, this paper presents principles and methodological approach as used in federated analytics of statistical analysis of patterns detection within federated statistical analytics, an application that covers various strict demands of data secrecy. Federated analytics directly tackles critical concerns that include privacy