The Changing Landscape of Machine Learning: A Comparative Analysis of Centralized Machine Learning, Distributed Machine Learning and Federated Machine Learning

Keyphrases

• Comparative Analysis 100%
• Machine Learning 100%
• Distributed Machine Learning 100%
• Federated Learning 100%
• Central Server 30%
• Data Privacy 30%
• Centralized Data 20%
• Further Development 10%
• Learning Task 10%
• Learning Styles 10%
• Effective Solutions 10%
• Learning Resources 10%
• Laptop 10%
• Learning Performance 10%
• Connected Devices 10%
• Smartphone 10%
• Node number 10%
• Distributed Computing Environment 10%
• Coherence Analysis 10%
• IoT Devices 10%
• Geographically Distributed 10%
• Local Data 10%
• Data Training 10%
• Big Data Computing 10%
• Large-scale Learning 10%
• Parallel Learning 10%
• Learning Operation 10%

Computer Science

• Comparative Analysis 100%
• Distributed Machine Learning 100%
• Machine Learning 100%
• Learning System 100%
• Data Privacy 23%
• Training Data 7%
• Learning Resource 7%
• Effective Solution 7%
• Distributed Computing Environment 7%
• Big Data 7%
• Learning Performance 7%
• Connected Device 7%
• Participating Node 7%
• Internet-Of-Things 7%

Chemical Engineering

• Learning System 100%