Deep Reinforcement Learning for Privacy-Preserving Task Offloading in Integrated Satellite-Terrestrial Networks

Keyphrases

• Privacy-preserving 100%
• Task Offloading 100%
• Deep Reinforcement Learning (deep RL) 100%
• Integrated Satellite-terrestrial Networks 100%
• Network Reliability 75%
• Energy Consumption 50%
• Completion Time 50%
• Privacy Leakage 50%
• Improved Solution 25%
• Time Use 25%
• Usage Patterns 25%
• Learning-based 25%
• Mobility Patterns 25%
• Benchmark Algorithms 25%
• Network Coverage 25%
• Energy Reliability 25%
• Location Privacy 25%
• Computational Capability 25%
• Dynamic Mobility 25%
• Edge Computing 25%
• Energy-efficient Communication 25%
• Task Completion Time 25%
• Offloading Scheme 25%
• Collaborative Computing 25%
• Computing Task 25%
• Task Processing 25%
• Visible Satellites 25%
• Optimal Offloading 25%
• Offloading Policy 25%
• Seamless Network 25%
• High Mobility 25%
• Joint Optimization 25%
• Privacy-preserving Algorithm 25%
• System Performance Optimization 25%
• Satellite-terrestrial Networks 25%
• Satellite Communication Network 25%

Computer Science

• Privacy Preserving 100%
• Deep Reinforcement Learning 100%
• Task Offloading 100%
• Terrestrial Network 100%
• Energy Consumption 75%
• Completion Time 50%
• Privacy Leakage 50%
• Optimization Problem 25%
• Systems Performance 25%
• Time Consumption 25%
• Performance Optimization 25%
• Location Privacy 25%
• Task Completion Time 25%
• Collaborative Computing 25%
• Satellite Communication Network 25%
• Edge Computing 25%
• Experimental Result 25%