Distributed Intelligence at the Edge on IoT Networks

Annals of Emerging Technologies in Computing

article

Alam, Tanweer¹  Rababah, Baha²  Ali, Arshad¹  Qamar, Shamimul³ 

[1] Faculty of Computer and Information Systems, Islamic University of Madinah;Department of Computer Science, University of Manitoba;King Khalid University

关键词: Cloud Computing;    Edge computing;    Distributed Intelligence;    Internet of Things;    Wireless Sensor Networks;   

DOI  :  10.33166/AETiC.2020.05.001

学科分类：电子与电气工程

来源: International Association for Educators and Researchers (IAER)

【 摘 要 】

The Internet of Things (IoT) has revolutionized innovation to collect and store the information received from physical objects or sensors. The smart devices are linked to a repository that stores intelligent information executed by sensors on IoT-based smart objects. Now, the IoT is shifted from knowledge-based technologies to operational-based technologies. The IoT integrates sensors, smart devices, and a smart grid of implementations to deliver smart strategies. Nowadays, the IoT has been pondered to be an essential technology. The transmission of information to or from the cloud has recently been found to cause many network problems to include latency, power usage, security, privacy, etc. The distributed intelligence enables IoT to help the correct communication available at the correct time and correct place. Distributed Intelligence could strengthen the IoT in a variety of ways, including evaluating the integration of different big data or enhancing efficiency and distribution in huge IoT operations. While evaluating distributed intelligence in the IoT paradigm, the implementation of distributed intelligence services should take into consideration the transmission delay and bandwidth requirements of the network. In this article, the distributed intelligence at the Edge on IoT Networks, applications, opportunities, challenges and future scopes have been presented.

【 授权许可】

CC BY