Volume, variety, velocity, and veracity are the four characteristics of:
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A. B. C. D. E.B.
The four characteristics mentioned in the question - volume, variety, velocity, and veracity - are associated with Big Data. Therefore, the correct answer is B.
Big Data refers to the large and complex sets of data that cannot be easily processed or managed through traditional data processing techniques. The four characteristics of Big Data can be explained as follows:
Volume: Refers to the amount of data that is being generated and collected. Big Data sets are typically terabytes or petabytes in size and cannot be managed using traditional data storage systems.
Variety: Refers to the different types of data that are included in the Big Data sets. Big Data can include structured data such as numbers and dates, unstructured data such as text and images, and semi-structured data such as XML and JSON files.
Velocity: Refers to the speed at which data is generated and collected. Big Data sets are often generated in real-time or near-real-time, and it can be challenging to store, manage, and analyze such data quickly.
Veracity: Refers to the accuracy and reliability of the data. Big Data can include data from multiple sources, which may not always be accurate or reliable, and it can be challenging to ensure the quality of the data.
In summary, Big Data is characterized by the four Vs - volume, variety, velocity, and veracity - and these characteristics present challenges in storing, managing, and analyzing such data sets using traditional data processing techniques.