Federated Learning for Task and Resource Allocation in Wireless High-Altitude Balloon Networks

Keyphrases

• Resource Allocation 100%
• High-altitude Balloon 100%
• Wireless 100%
• Task Allocation 100%
• Federated Learning 100%
• Time Use 80%
• User Association 80%
• Energy Consumption 60%
• Computational Tasks 60%
• Support Vector Machine 40%
• Weighted Sums 40%
• Task Processing 40%
• Service Tasks 40%
• Service Sequence 40%
• Optimization Problem 20%
• Cell Trafficking 20%
• Learning Methods 20%
• Balloon 20%
• User Needs 20%
• Computational Capability 20%
• Traffic Data 20%
• Allocation Scheme 20%
• Dynamically Adjust 20%
• Resource Allocation Scheme 20%
• Support Vector Machine Model 20%
• Centralized Approach 20%
• Mobile Edge Computing 20%
• Association Task 20%
• Historical Associations 20%
• Wireless Base Stations 20%
• Minimizing Energy Consumption 20%
• Federated Learning Algorithm 20%

Computer Science

• Energy Consumption 100%
• Resource Allocation 100%
• Federated machine learning 100%
• Time Consumption 100%
• Computational Task 75%
• Support Vector Machine 75%
• Service Sequence 50%
• Optimization Problem 25%
• Learning Algorithm 25%
• Resource Allocation Scheme 25%
• Multi-Access Edge Computing 25%
• Wireless Base Station 25%