Seminar “Artificial Edge Computing Enabled Secure Offloading in 6TiSCH-Based IIoT Networks”
On 14 November at 16:00 p.m. (Moscow time)
The evolution of 6TiSCH networks is greatly increasing in the field of IIoT which supports reliable communication in IIoT environments. However there is lot of research gaps in the field of IIoT using 6TiSCH networks in terms of high latency, more energy consumption which degrades the overall performance of the IIoT environment. To address the above limitation in existing IIoT 6TiSCH approaches, an Edge assisted 6TiSCH networks for IIoT is proposed to overcome the above challenges such as Low latency and more energy consumption by efficient task scheduling and edge offloading considering risk in IIoT environment.
This report will present three layers namely 6TiSCH layer, Edge layer and Cloud layer. In Edge layer, effective offloading is done by using Soft Actor Critic (SAC) algorithm for reducing the energy consumption during offloading. Finally all the processed data are sent to the cloud layer for accessing. The proposed work is experimented using Cooja simulation tool with contiki 3 OS. The performance of the proposed work is compared to the existing works in terms of Latency (42ms-20.4ms) low, energy consumption (28.8J-12J) low in 6TiSCH layer, Latency (40ms-20.4ms) low, energy consumption (24.8J- 13.6J) low in Edge layer and overall comparison achieves throughput (508.8Kbps-322Kbps) high, packet delay ratio (8%-4.6%) high, end-to end delay (6s-9s) low and efficiency (14.6%-7.8%) high. The experimental results show that our proposed work performs well than existing works.