Federated Learning
Analyzing asynchronous frameworks for high-latency environments in research.
Simulation Tools
Constructing collaborative exploration mission environments for validation.
Comparative Experiments
Validating framework performance under various conditions and limitations.
Research Analysis
Examining limitations of existing synchronous federated learning frameworks.
Framework Design
Proposing new asynchronous federated learning framework for exploration.
Exploration
Innovative framework for asynchronous federated learning in space.
Innovating Asynchronous Federated Learning Frameworks
Exploring new frontiers in federated learning through innovative simulation experiments and theoretical analysis for high-latency environments.
