Tensor Data Representation, Privacy Protection and Heterogeneous Computing for Internet of Things: a Survey

The Internet of Things (IoT) is the Internet of everything connected. In the era of rapid development of the IoT, the paper summarizes the current progress of the IoT, and then finds out the high-dimensional tensor data generated by the IoT. However, with the increase of tensor data, the computing speed of the computer will decrease, and there will be corresponding privacy protection and compute problems. Therefore, this paper lists two applications that deal with different IoT scenarios, namely privacy protection, and heterogeneous computing. This paper holds that while processing data in parallel efficiently, protecting the security of data is the key point of the future development trend of the IoT.