Resource-Constrained Edge AI with Early Exit Prediction

Keyphrases

• Resource-constrained 100%
• Constrained Edge 100%
• Edge AI 100%
• Early-exit Networks 100%
• Early Exit Prediction 100%
• Prediction Mechanism 50%
• Early Exit 50%
• Online Computation 50%
• Latency-aware 50%
• Edge Inference 50%
• Computation Overhead 25%
• Inference Process 25%
• Network Bandwidth 25%
• Experiment Results 25%
• Neural Network Architecture 25%
• Prediction Criterion 25%
• Deep Learning Inference 25%
• Sample Diversity 25%
• Simple Regression Model 25%
• Inference Accuracy 25%
• Inference System 25%
• Confidence Threshold 25%
• Device-Edge Co-Inference 25%
• Hard Samples 25%

Computer Science

• Artificial Intelligence 100%
• Deep Learning Method 50%
• Neural Network Architecture 50%
• Inference System 50%
• Communication Bandwidth 50%
• Baseline Method 50%
• Inference Process 50%