Devices will become more and more powerful enabling local data processing and AI capabilities. It will reduce data transfers volumes and cloud dependencies and will provide more flexibility and agility for the business. Edge computing will significantly affect those industries where immediate action is needed based on complex real-time data analysis (manufacturing, public security) and where cloud connectivity may be restricted (shipping and logistics).
City Planning Initiatives
Synthetic data is information that’s artificially manufactured rather than generated by real-world events. Synthetic data is created algorithmically, and it is used as a stand-in for test datasets of production or operational data, to validate mathematical models and, increasingly, to train machine learning models.
The concept of the Internet of Things (IoT) is rapidly moving from a vision to being pervasive in our everyday lives. This can be observed in the integration of connected sensors from a multitude of devices such as mobile phones, healthcare equipment, and vehicles. There is a need for the development of infrastructure support and analytical tools to handle IoT data, which are naturally big and complex. But, research on IoT data can be constrained by concerns about the release of privately owned data. In this paper, we present the design and implementation results of a synthetic IoT data generation framework. The framework enables research on synthetic data that exhibit the complex characteristics of original data without compromising proprietary information and personal privacy.
Better Customer Service
Smart Device Applications Will Continue To rising
Across industries, smart devices will become decisively more popular. There will be a sharp rise in smart devices in a wide range of areas including automotive, transportation, healthcare, hospitality, and manufacturing solutions.
Smart home devices are becoming intelligent. Gone are the days when home automation used to mean only controlling devices over the internet when you were away. Internet of Things, combined with the power of AI, is transforming the way our devices interact. The human intervention is diminishing and smart devices are taking autonomous decisions.