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A High Static Performance Hierarchical Three-Dimensional Shifted Completely Connected Network

Authors :
Mohammed N. M. Ali
M. M. Hafizur Rahman
Adamu Abubakar Ibrahim
Mohammed Al-Naeem
Eklas Hossain
Source :
IEEE Access, Vol 10, Pp 43812-43836 (2022)
Publication Year :
2022
Publisher :
IEEE, 2022.

Abstract

In recent years, there has been a significant shift toward the adoption of the “Internet of Things (IoT)” era, in which vast amounts of data are collected and processed, and Artificial intelligence (AI) is used to make critical choices. When acting in real-time, it is vital to use devices with a lot of computing power. MPC (Massively Parallel Computer) Two-dimensional (2D) design systems are the most powerful computers available. Unfortunately, they can’t meet the need for the advanced computing operation required by many applications. As a result, it is critical to invest in developing high operational capacity systems that will meet the current computational power consumption demands. This paper developed the architecture of the two-dimensional Shifted Completely Connected Network (2D-SCCN) and proposed a three-dimensional (3D) network to achieve greater capacity and performance. The shortest path protocol on three-dimensional Shifted Completely Connected Network (3D- SCCN) was established, tested by computer simulator, and compared based on “shortest diameter”, “shortest average distance”, “lowest cost”, “moderate bisection width”, and “high arc-connectivity” among other characteristics. As a result, “3D-SCCN” was the most efficient method of transmitting a message between two nodes, increasing the system’s real-time response capability.

Details

Language :
English
ISSN :
21693536
Volume :
10
Database :
Directory of Open Access Journals
Journal :
IEEE Access
Publication Type :
Academic Journal
Accession number :
edsdoj.fb13442e97d4a3fb2e5e8760cb33682
Document Type :
article
Full Text :
https://doi.org/10.1109/ACCESS.2022.3168728