Artificial intelligence driven resiliency with machine learning and deep learning components
Bahman Zohuri, Farhang Mossavar Rahmani · Japan Journal of Research · 2020
1. Volume: Organizations collect data from a variety of sources, including business transactions, social media, and information from sensor or machine-to-machine data.In the past, storing it would've been a problembut new technologies (such as Hadoop) have eased the burden.2. Velocity: Data streams in at an unprecedented speed and must be dealt with in a timely manner.RFID tags, sensors, and smart metering are driving the need to deal with torrents of data in near-real-time. Variety:Data comes in all types of formatsfrom structured, numeric data in traditional databases to unstructured text documents, email, video, audio, stock ticker data, and financial transactions.