Artificial intelligence driven resiliency with machine learning and deep learning components
Bahman Zohuri, Farhang Rahmani
Abstract
With the demand of Power to make a decision with minimum risk based on Knowledge of Information from Data accumulated in Big Data (i.e. Figure1) [1] repository, we need real-time processing of the data coming to us from Omni-direction perspective. These data are centric around the BD and get deposited at the speed of Internet-driven mainly by IoT. Thus, at this stage, we need to understand, what is the Big Data (BD) and why it matters when we are bringing the AI into play toward real-time processing of data with infrastructure around the Big data is a term that describes the large volume of data -both structured and unstructured -that inundates a business on a day-to-day basis. Big data usually has three characteristics. They are volume (the amount of data), velocity (the rate at which the data is received), and variety (types of data).