Name
Title | ||
|---|---|---|
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach |
Abstract | ||
|---|---|---|
This paper investigates task-oriented communication for edge inference, where a low-end edge device transmits the extracted feature vector of a local data sample to a powerful edge server for processing. It is critical to encode the data into an informative and compact representation for low-latency inference given the limited bandwidth. We propose a learning-base... |
Year | DOI | Venue |
|---|---|---|
2022 | 10.1109/JSAC.2021.3126087 | IEEE Journal on Selected Areas in Communications |
Keywords | DocType | Volume |
Task analysis,Servers,Mutual information,Image coding,Feature extraction,Dynamic scheduling,Mobile handsets | Journal | 40 |
Issue | ISSN | Citations |
1 | 0733-8716 | 0 |
PageRank | References | Authors |
0.34 | 0 | 3 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Shao Jiawei | 1 | 4 | 1.77 |
| Yuyi Mao | 2 | 807 | 27.39 |
| Jun Zhang | 3 | 3772 | 190.36 |