M. Arun

A Critical Investigation in Analysing the Main Factors Influencing the Network Security Strategies By Applying the Big Data Context Using Multivariate Analysis of Variance (MANOVA)

2022 · 2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE)

Organizations may use big data to analyze enormous and complicated information in order to uncover hidden trends and correlations, as well as to distribute information across a network. Information that travels via an organization's network …

Efficient Model Training in Decentralized Systems with Federated Learning

2023

In the fast-changing field of machine learning, data privacy and model training efficiency are crucial. Federated Learning (FL) is a breakthrough method for training models on several decentralized devices or servers without centralizing raw data. …