Name
Title | ||
|---|---|---|
Placement Delivery Array Design via Attention-Based Sequence-to-Sequence Model with Deep Neural Network |
Abstract | ||
|---|---|---|
Recently, coded caching scheme was proposed as the ability of alleviating the load of networks. Especially, the placement delivery array (PDA) used for characterizing the coded caching scheme has attracted vast attention. In this letter, a deep neural architecture is first proposed to learn the construction of PDAs for reducing the computational complexity. The problem of variable size of PDAs is ... |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1109/LWC.2018.2873334 | IEEE Wireless Communications Letters |
Keywords | Field | DocType |
Handheld computers,Computational modeling,Computer architecture,Servers,Bipartite graph,Training,Dictionaries | Architecture,Bipartite graph,Server,Computer network,Optimization algorithm,Artificial neural network,Computer engineering,Mathematics,Computational complexity theory,Reinforcement learning | Journal |
Volume | Issue | ISSN |
8 | 2 | 2162-2337 |
Citations | PageRank | References |
1 | 0.34 | 0 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Zhengming Zhang | 1 | 20 | 2.65 |
| Meng Hua | 2 | 122 | 8.93 |
| Chunguo Li | 3 | 379 | 53.04 |
| Yongming Huang | 4 | 1472 | 146.50 |
| Luxi Yang | 5 | 1180 | 118.08 |