[국제학술대회] Cloud-Edge based Heterogeneous Equipment MultiTask Knowledge Distillation for IIoT
- 오석주
- 조회수878
- 2021-10-14
-Title: Cloud-Edge based Heterogeneous Equipment MultiTask Knowledge Distillation for IIoT
-Journal/Conference: International Conference on Computer Science and Computational Intelligence 2021 (ICCSCI 2021), pp. xx-yy, November 2021
-Authors: Seokju Oh, Donghyun Kim and Jongpil Jeong
-Journal/Conference Link: https://socs.binus.ac.id/iccsci
Abstract:
Along with the 4th industrial revolution, smart factories are receiving great attention.. In particular, the speed of data generation in the industry is increasing very rapidly, and real-time data is becoming more important. Industrial Internet of Things (IIoT), which connects, controls and communicates with heterogeneous devices, is becoming more and more important. Also, in order to ensure fairness and quality of IIoT with limited network resources, the network connection of IIoT needs to be done more intelligently. Many studies are being conducted to efficiently use the resources imposed on IIoT devices. This paper proposes an edge-based distributed multitask knowledge distillation algorithm for heterogeneous devices. It also shows a multi-edge collaboration network with ensemble learning
-Status: Accept (2021/10/05)