Performance Optimization of IoT Networks Within the Gateway Layer

Abstract

Background: IoT networks are being used frequently for meeting the requirements of some specifications such as applications related to automobiles, aerospace, etc. The performance is always an issue as many intricacies exist built into the developed IoT networks such as handling heterogeneity, failures of communication paths, lack of bandwidth, non-availability of alternate paths for communication, etc. Many layers exist in an IoT network. Each layer built using specific technology and is faced with many performance bottlenecks addressed. The performance of the entire network is affected when there are many performance issues in any layer. The performance of an IoT network must be analyzed considering all the layers and the issues related to those layers. Objective: The main objective of this paper is to present the way the performance of an IoT network improved by using a specific networking topology used at the gateway level of the IoT network. Method: Receiving data in multiple low-speed channels using different communication systems, stacking the same and transmitting results using the splitters using dual high-speed channels to improve the time required for transmission and also to reduce the latency at the gateway level. Results: The splitter method introduced at the gateway level improved the performance of the IoT network from 1519 Microseconds to 1029 Microseconds for transmitting 100 data packets either way. Throughput as such improved from 0.31 packets / Microsecond to 0.19 packets / Microsecond. Conclusions: The performance of IoT networks suffers due to various reasons. The performance of an IoT network gets improved at gateway by using splitters that merge and bifurcate the communication traffic.

Enhancing the Fault Tolerance of a Multi-Layered IoT Network through Rectangular and Interstitial Mesh in the Gateway Layer

“…Instead of improving or preserving the IoT network's fault tolerance, most of the topologies discussed in the literature have focused on cost reduction. The number of paths that are eliminated when a fault happens depends on the routing topology [8]. It takes time to reconstruct the networking topology when a fault happens, causing a delay in the response time.…”

Implementing Dual Base Stations within an IoT Network for Sustaining the Fault Tolerance of an IoT Network through an Efficient Path Finding Algorithm

“…The devices within an IoT system are heterogenous and are driven through different protocols requiring conversions, speed matching and the use of several sophisticated algorithms for dealing with data transmission for the purpose of performance enhancements [3][4][5][6][7].…”