User contributions for Idvsrevanth

3 April 2025

• 18:1618:16, 3 April 2025 diff hist −766 Federated Learning →References
• 18:1518:15, 3 April 2025 diff hist −444 Federated Learning No edit summary
• 18:0918:09, 3 April 2025 diff hist +5,080 Federated Learning No edit summary
• 17:0617:06, 3 April 2025 diff hist −3,142 Federated Learning →Security Threats
• 01:5201:52, 3 April 2025 diff hist +3,357 Federated Learning No edit summary
• 01:4801:48, 3 April 2025 diff hist −22 Federated Learning →Privacy Mechanisms in Federated Learning
• 01:2901:29, 3 April 2025 diff hist +4,527 Federated Learning No edit summary

2 April 2025

• 22:1222:12, 2 April 2025 diff hist +231 Federated Learning →Aggregation Algorithms and Communication Efficiency
• 22:0822:08, 2 April 2025 diff hist −4 Federated Learning →Aggregation Algorithms and Communication Efficiency
• 22:0722:07, 2 April 2025 diff hist 0 N File:Aggregation.png No edit summary current
• 21:1821:18, 2 April 2025 diff hist −1,185 Federated Learning →Aggregation Algorithms and Communication Efficiency
• 21:1821:18, 2 April 2025 diff hist +1,496 Federated Learning →Key Aggregation Algorithms
• 21:1621:16, 2 April 2025 diff hist +875 Federated Learning →Aggregation Algorithms and Communication Efficiency
• 21:1521:15, 2 April 2025 diff hist +88 Federated Learning No edit summary
• 21:1421:14, 2 April 2025 diff hist +157 Federated Learning →Aggregation Algorithms and Communication Efficiency
• 21:1221:12, 2 April 2025 diff hist +3,108 Federated Learning No edit summary
• 21:0721:07, 2 April 2025 diff hist 0 N File:Architecture.png No edit summary current
• 21:0721:07, 2 April 2025 diff hist +155 Federated Learning No edit summary
• 01:4901:49, 2 April 2025 diff hist −2 Federated Learning →Hierarchical Architecture
• 01:4901:49, 2 April 2025 diff hist +1 Federated Learning →Federated Learning Architectures
• 01:4801:48, 2 April 2025 diff hist −2 Federated Learning →Federated Learning Architectures
• 01:4801:48, 2 April 2025 diff hist +2,712 Federated Learning →Federated Learning Architectures
• 01:4501:45, 2 April 2025 diff hist +2,736 Federated Learning No edit summary
• 01:4401:44, 2 April 2025 diff hist −6 Federated Learning →Overview and Motivation
• 01:4301:43, 2 April 2025 diff hist +731 Federated Learning →Overview and Motivation
• 01:4001:40, 2 April 2025 diff hist −869 Federated Learning →Overview and Motivation
• 01:3901:39, 2 April 2025 diff hist −3,977 Federated Learning No edit summary
• 00:2100:21, 2 April 2025 diff hist −2 Federated Learning →Overview
• 00:2000:20, 2 April 2025 diff hist −1,761 Federated Learning No edit summary
• 00:1800:18, 2 April 2025 diff hist −200 Federated Learning No edit summary
• 00:1400:14, 2 April 2025 diff hist −63 Federated Learning No edit summary
• 00:1000:10, 2 April 2025 diff hist −44 Federated Learning →Federated Learning in Edge Computing
• 00:0900:09, 2 April 2025 diff hist −4,626 Federated Learning No edit summary

1 April 2025

• 23:2823:28, 1 April 2025 diff hist −2 Federated Learning →4. Model Aggregation and Communication Efficiency
• 23:2723:27, 1 April 2025 diff hist −2 Federated Learning →1. Introduction
• 23:2723:27, 1 April 2025 diff hist −2 Federated Learning →8. Conclusion
• 23:2723:27, 1 April 2025 diff hist −2 Federated Learning →7. Challenges and Research Directions
• 23:2623:26, 1 April 2025 diff hist −4 Federated Learning →2. Fundamentals of Federated Learning at the Edge
• 23:2623:26, 1 April 2025 diff hist +1,253 Federated Learning →4. Model Aggregation and Communication Efficiency
• 23:1623:16, 1 April 2025 diff hist −4 Federated Learning No edit summary
• 23:1423:14, 1 April 2025 diff hist −2 Federated Learning →2. Fundamentals of Federated Learning at the Edge
• 23:0523:05, 1 April 2025 diff hist +5,660 Federated Learning No edit summary
• 22:5722:57, 1 April 2025 diff hist +1,051 Federated Learning No edit summary
• 22:4822:48, 1 April 2025 diff hist +370 Federated Learning No edit summary
• 22:3622:36, 1 April 2025 diff hist −560 Federated Learning No edit summary
• 22:3322:33, 1 April 2025 diff hist +66 m Federated Learning No edit summary

29 March 2025

• 14:0114:01, 29 March 2025 diff hist −4 Federated Learning →6. Conclusion
• 14:0014:00, 29 March 2025 diff hist −303 Federated Learning →6. Conclusion
• 13:5413:54, 29 March 2025 diff hist −44 Federated Learning →Federated Learning in Edge Computing
• 13:5413:54, 29 March 2025 diff hist +6,158 N Federated Learning Created page with "== Federated Learning in Edge Computing == === 1. Overview and Fundamentals === '''Federated Learning (FL)''' is a decentralized machine learning paradigm where edge devices (clients) collaboratively train a global model under the orchestration of a central or distributed aggregator, while retaining all local data on-device. This approach aligns closely with edge computing goals of privacy, efficiency, and low-latency intelligence. Key benefits include: * Preserving u..."