Proxy internet hizmetleri ve nesnelerin interneti için makine öğrenimi

The last decades have shown a rapidly growing number of connected devices of the Internet of Things (IoT). Accordingly, more significant access is needed to the internet service to operate the devices. However, access to the services became exhaustive on IoT devices due to limited available resources. This limitation motivated proposing of lightweight protocols, (for example, constrained Application Protocol (CoAP) and MQ Telemetry Transport (MQTT). This research uses these lightweight protocols and proposes a novel system capable of proxying internet services by using their protocols and requirements for IoT devices. On IoT devices, the experiments demonstrate a significant decrease in resources consumption in terms of network bandwidth, time, memory, and energy. Consequently, the efficiency of the devices is significantly improved. Furthermore, the same (futher) tasks can be performed using the less (same) resources devices.