Reliable Gamma-Interconnection Network for Data Analysis in Sensor Networks: Design and Performance Evaluation

Abstract

Highlights The following are some of the significant highlights of the article "Reliable Gamma-Interconnection Network for Data Analysis in Sensor Networks: Design and Performance Evaluation: The size of packet headers is reduced as a result of the RGN architecture's reduction in the number of stages needed for data transfer. The RGN architecture offers great fault tolerance and reliability, and it can withstand many failures at each level. The simulation trials demonstrate that in terms of reliability, throughput, and latency, the RGN surpasses conventional networks. For instance, the RGN outperforms other networks with a packet delivery ratio of 99.9%. According to the paper, the RGN outperforms other networks with a throughput of 0.8 Gbps and a latency of 0.5 ms. The reliability-cost-ratio (RCR) improvement also ranging from 2-42% for networks of size 16 to 1-87% for networks of size 64. The RGN design is appropriate for big data processing in sensor networks because it can manage enormous volumes of data retrieved from various sensor nodes. The article comes to the conclusion that the RGN architecture has great potential for enhancing sensor network capabilities in a variety of fields, including military, navy, healthcare, agriculture, space, and environmental monitoring. It can also improve the performance of multiprocessing systems used to analyse data obtained from sensor networks.