Discuss the significance of the three Vs (Volume, Velocity, Variety) in the context of big data. Provide examples of each of the three Vs in real-world scenarios. How does MapReduce facilitate parallel processing of large datasets? Explain the functionality of the Map function in the MapReduce paradigm with the help of an example.
Introduction Big data is characterized by its complexity and scale. To understand and manage big data effectively, experts refer to the “Three Vs”: Volume, Velocity, and Variety. These characteristics explain how big data differs from traditional datasets. Additionally, tools like MapReduce help process large-scale data in a fast and efficient way using parallel processing. In […]