1 publication

• Published Subscription Review Article 5 Apr 2024

  Federated Learning for Energy Management in Next Generation Smart Cities

  By Aiswarya Dwarampudi, Manas Kumar Yogi

  Abstract: Federated learning has emerged as a promising approach for addressing the challenges of energy management in next-generation smart cities. This decentralized approach to machine learning allows collaborative model training among distributed data sources, while safeguarding data privacy and security. In this study, we explore the application of federated learning techniques to optimize energy consumption, enhance grid stability, and promote sustainability in smart city environments. By aggregating data from diverse sources …

  Published in Journal of Communication Engineering & Systems · Vol. 14, Issue 1, 2024 · pp. 19–27 Read article →