Big data analytics is expected to change the way companies manage and analyze information and how people produce massive amounts of data.
The advantages of big data are immense. Big Data can help organizations improve efficiency, drive product innovation, analyze performance and boost decision-making capabilities with advanced algorithms.
The Hadoop software library is a framework that allows for the distributed processing of large data sets across clusters of computers using a simple programming model. It is designed to scale up from single servers to thousands of machines, each offering local computation and storage. Rather than rely on hardware to deliver high-availability, the library itself is designed to detect and handle failures at the application layer, so delivering a highly-available service on top of a cluster of computers, each of which may be prone to failures.Gartner defines Big Data as high volume, velocity and variety information assets that demand cost-effective, innovative forms of information processing for enhanced insight and decision making. According to IBM, 80% of data captured today is unstructured, from sensors used to gather climate information, posts to social media sites, digital pictures and videos, purchase transaction records, and cell phone GPS signals, to name a few. All of this unstructured data is Big Data. Organizations are discovering that important predictions can be made by structuring and analyzing this data. The amount of information in the world is now measured in zettabytes.
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