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The Internet of Things (IoT) is a cutting-edge technique that facilitates interface, communications, and data sharing among IoT devices. In the IoT, the information is transmitted since many sources are gathered for the purpose of creating up-to-date decisions and conducting analysis. Developing IoT applications encounters numerous problems, with security being a significant one. The IoT holds the possibility to enhance the overall quality of human existence by offering sophisticated applications that cater to the diverse requirements of humans across various domains, such as commercial, private, and industry. The IoT is constructed using the existing style of cyberspace and integrates mutually the Internet structure and developing engineering. The outcome of this amalgamation facilitates the seamless interconnection of an immense number of embedded systems, resulting in cost-effective service management, as well as enhanced scalability and flexibility. The IoT has immense possibilities for creating value and is becoming recognized as the subsequent phase in the extensive digitization of the global economy. A rising phenomenon involves the interconnection of all devices that might benefit from a connection in a smart, energy-efficient, and profitable method. This revolutionizes the way individuals and companies connect to the physical world and with one other, to impact several aspects of everyday life, with its application domains spanning different sectors like health care, intelligent grids, transportation systems, automation in industry, and agriculture [1–6]. The IoT is a technique that involves interconnecting almost all items with intelligence, communication skills, and the ability to sense and act through Internet Protocol (IP) networks. The current state of the Internet has experienced a significant shift, moving away from being primarily driven by physical components such as computers, fibers, and Ethernet connections, to being driven by market forces and opportunities. This phenomenon has occurred as a consequence of the integration of seemingly separate intranets with robust software competences [7–9]. The IoT requires the use of open environments and a unified architecture consisting of interoperable platforms. Smart products and cyber-physical systems, commonly referred to as “things,” are the most recent devices of the IoT. Such items are common products that have been improved using microcomputers, optoelectronic and/or radio transceivers, actuators and sensors, and interface stacks. They can gather data fromtheir surroundings, act on that data, and interact with the physical world in environments with limited resources. The IoT, as a developing technology, is anticipated to provide innovative solutions for revolutionizing the function and purpose of several established industrial systems, including transportation and manufacturing systems. IoT devices are essential for the general advancement of IoT as they provide several applications in various domains [10–18]. Considering the growing demand and speedy advancement in sensors, particularly, have greatly impacted and transformed our daily lives, it is necessary to conduct an in-depth investigation of embedded platforms and boards.