![]() ![]() ![]() Variety: the organization and format of data, capturing structured, semi-structured, and unstructured formats -that is data across multiple stores or types.Velocity: the speed at which data is processed, either as batches or continuous streams -that is the rate of flow.Volume: how much data is coming in to inform storage capacity and tiering requirements -that is the size of the dataset.This section will therefore explore how the Volume, Velocity, Variety, and Veracity characteristics can be applied at a conceptual level to help design a data platform using appropriate data technologies. The 'Four Vs of Big Data' provide a framework to better understand requisite characteristics for a highly available data platform, and how data can be used to maximize business value. If you aren't familiar with this series, we recommend you start with what is a mission-critical workload? The Four Vs of Big Data ![]() This article is part of the Azure Well-Architected mission-critical workload series. ![]()
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