👉 Federated Distributed Computing (FDC) is a decentralized computing paradigm that enables multiple organizations or devices to collaboratively process data while keeping their data locally stored and private. Unlike traditional cloud computing, where data is centralized in a single location, FDC allows computations to be performed across distributed nodes—such as smartphones, IoT devices, or edge servers—without transferring raw data to a central server. Instead, only model updates or aggregated insights are shared, preserving data confidentiality and reducing privacy risks. This approach is particularly valuable in sectors like healthcare or finance, where data sensitivity demands strict local control, while still enabling collaborative AI model training and analysis across diverse participants. FDC leverages secure communication protocols and privacy-preserving techniques like differential privacy or encryption to ensure trust and compliance with regulations. (300 token max)
