EdgeLSTM: Towards Deep and Sequential Edge Computing for IoT Applications

Wu，Di1; Xu，He2; Jiang，Zhongkai3; Yu，Weiren4; Wei，Xuetao5; Lu，Jiwu6

2021-08

10.1109/TNET.2021.3075468

IEEE/ACM Transactions on Networking   影响因子和分区

1558-2566

Time series edge computing Internet of Things

SCI ; EI

其他

20212010370889

Anomaly detection ; Decision making ; Edge computing ; Information management ; Long short-term memory ; Reliability analysis ; Support vector machines ; Time series

Computer Software, Data Handling and Applications:723 ; Management:912.2 ; Mathematical Statistics:922.2

IEEE

1.School of Design, Hunan University, Changsha 410082, China, and also with the Key Laboratory for Embedded and Network Computing of Hunan Province, Hunan University, Changsha 410082, China (e-mail: dwu@hnu.edu.cn)
2.Department of Electronic Engineering, Hunan University, Changsha 410082, China.
3.Key Laboratory for Embedded and Network Computing of Hunan Province, Hunan University, Changsha 410082, China.
4.Department of Computer Science, University of Warwick, Coventry CV4 7EZ, U.K..
5.Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, China.
6.School of Design, Hunan University, Changsha 410082, China, and also with the Department of Electronic Engineering, Hunan University, Changsha 410082, China (e-mail: jiwu_lu@hnu.edu.cn)

Wu，Di,Xu，He,Jiang，Zhongkai,et al. EdgeLSTM: Towards Deep and Sequential Edge Computing for IoT Applications[J]. IEEE/ACM Transactions on Networking,2021,29(4):1895-1908.

Wu，Di,Xu，He,Jiang，Zhongkai,Yu，Weiren,Wei，Xuetao,&Lu，Jiwu.(2021).EdgeLSTM: Towards Deep and Sequential Edge Computing for IoT Applications.IEEE/ACM Transactions on Networking,29(4),1895-1908.

Wu，Di,et al."EdgeLSTM: Towards Deep and Sequential Edge Computing for IoT Applications".IEEE/ACM Transactions on Networking 29.4(2021):1895-1908.