Communication-Computation Trade-off in Resource-Constrained Edge Inference

Keyphrases

• Communication Overhead 100%
• Resource-constrained 100%
• Constrained Edge 100%
• Computation-communication Tradeoff 100%
• Edge Inference 100%
• Deep Neural Network 66%
• On-device Model 66%
• Intermediate Features 66%
• Artificial Intelligence 33%
• Neural Network 33%
• Task-oriented 33%
• Effective Method 33%
• Computational Cost 33%
• Split Point 33%
• Edge Computing 33%
• Model Compression 33%
• Edge AI 33%
• Edge Server 33%
• Resource-constrained Devices 33%
• Edge Devices 33%
• Computing Servers 33%
• Inference Model 33%
• Online Computation 33%
• Device-Edge Co-Inference 33%
• Point Selection 33%
• Branches of Science 33%
• Inference Latency 33%
• Communication-aware 33%

Computer Science

• Communication Overhead 100%
• Deep Neural Network 66%
• Artificial Intelligence 66%
• Application Scenario 33%
• Edge Server 33%
• Constrained Device 33%
• Effective Method 33%
• Communication Model 33%
• Inference Model 33%
• Baseline Method 33%
• Edge Computing 33%
• Model Compression 33%
• Computational Cost 33%
• Major Application 33%