IoT entities amass a massive quantity of sensing data and transmit it to the cloud for processing as well as reasoning. Such disparate networks raise numerous research questions, say processing, storage, and management of massive data. Though numerous prevailing methodologies are presented, it brings about restricted memory, battery-centered processes, privacy, safety, low processing ability, along with compatibility that directed them to be exposed to disparate attacks, particularly during the data transmission process. To surmount such disadvantages, ‘two’ methods are proposed aimed at IoT data distribution to the cloud utilizing IANFIS in addition to secure transmission of those distributed data utilizing MECC. Initially, the IoT device is authenticated by means of performing registration, login, as well as verification for preventing the device as of unauthorized utilization. Subsequently, the device is accessed to sense the information as of associated objects by utilizing smart sensors; in addition, the communication of disparate IoT sensors is performed by employing the MQTT protocol. Utilizing the IANFIS, this sensed information as of diverse IoT devices is distributed to the specific cloud server. Then by employing the MECC, the data is sent securely to the user. Lastly, the LC is executed by means of HFPGA. To corroborate the proposed system’s effectiveness and correctness, it is compared with existing methodologies and evaluated against relevant metrics.

物联网实体聚集了大量的传感数据，并将其传输到云进行处理和推理。这种分散的网络引发了许多研究问题，例如海量数据的处理，存储和管理。尽管介绍了许多流行的方法，但它带来了受限的内存，以电池为中心的过程，隐私，安全性，低处理能力以及兼容性，这些兼容性使它们容易受到不同的攻击，尤其是在数据传输过程中。为了克服这些缺点，除了使用MECC安全传输那些分布式数据外，还提出了“两种”方法，旨在利用IANFIS将物联网数据分配到云。最初，通过执行注册，登录，以及用于防止未经授权使用设备的验证。随后，使用智能传感器访问该设备以感知相关对象的信息；此外，通过使用MQTT协议执行不同的IoT传感器的通信。利用IANFIS，来自各种IoT设备的该感知信息将分发到特定的云服务器。然后，通过使用MECC，可以将数据安全地发送给用户。最后，通过HFPGA执行LC。为了证实提议的系统的有效性和正确性，将其与现有方法进行比较，并根据相关指标进行评估。各种物联网传感器的通信是通过使用MQTT协议执行的。利用IANFIS，来自各种IoT设备的该感知信息将分发到特定的云服务器。然后，通过使用MECC，可以将数据安全地发送给用户。最后，通过HFPGA执行LC。为了证实提议的系统的有效性和正确性，将其与现有方法进行比较，并根据相关指标进行评估。各种物联网传感器的通信是通过使用MQTT协议执行的。利用IANFIS，来自各种IoT设备的该感知信息将分发到特定的云服务器。然后，通过使用MECC，可以将数据安全地发送给用户。最后，通过HFPGA执行LC。为了证实提议的系统的有效性和正确性，将其与现有方法进行比较，并根据相关指标进行评估。