[PDF] Data streaming in Hadoop


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Data streaming in Hadoop

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Abstract:

The field of distributed computing is growing and quickly becoming a natural part of large as well as smaller enterprises’ IT processes. Driving the progress is the cost effectiveness of distributed systems compared to centralized options, the physical limitations of single machines and reliability concerns. There are frameworks within the field which aims to create a standardized platform to facilitate the development and implementation of distributed services and applications. Apache Hadoop is one of those projects. Hadoop is a framework for distributed processing and data storage. It contains support for many different modules for different purposes such as distributed database management, security, data streaming and processing. In addition to offering storage much cheaper than traditional centralized relation databases, Hadoop supports powerful methods of handling very large amounts of data as it streams through and is stored on the system. These methods are widely used for all kinds of big data processing in large IT companies with a need for low-latency, high-throughput processing of the data.

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