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Importance Of Hadoop Technology in this New Era.

Author: Avani Tomar
by Avani Tomar
Posted: Mar 25, 2021

Hadoop is an open-source software framework for storing data and running applications on clusters of commodity hardware. It provides massive storage for any quiet data, enormous processing power, and therefore the ability to handle virtually limitless concurrent tasks or jobs.

Hadoop helps to affect big data and provides the potential to use multiprocessing to handle big data. it's a really helpful system to affect the complexities of high volume, velocity, and therefore the sort of data. Hadoop refers to an entire eco-system of open source projects which affect big data. Almost 4500 machines are often connected to make sure the reliability of knowledge. The multiprocessing system utilized in Hadoop saves a huge amount of your time.

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Big Data Hadoop isn't one and therefore the same thing. there's a fundamental difference between the 2. While big data could also be considered an asset- an unambiguous and sophisticated asset, Hadoop is an open-source software program that's wont to mapped out the large amount of knowledge that exists in today’s world. So, what basically big data means is large data sets that are put together by businesses and other entities for the aim of serving certain operations and goals.

Hadoop may be a big processing paradigm that gives a reliable, scalable place for data storage and processing. Hadoop was created by Doug Cutting and he's considered as "Father of Hadoop". Hadoop was the name of his son’s toy elephant. Hadoop had its roots in the Nutch program Project. Hadoop may be a processing framework that brought tremendous changes within the way we process the info, the way we store the info. Compared to traditional processing tools like RDBMS, Hadoop proved that we will efficiently combat the challenges of massive data like,

Hadoop is that the big processing paradigm can effectively handle the challenges of the large data (like Variety, Volume, and Velocity of Data) because it has the property of distributed storage, multiprocessing, thanks to which it's multiple advantages like open source, Scalable, Fault-Tolerant, Schema Independent, High Throughput and low latency, Data Locality, Performance, Share Nothing Architecture, Support Multiple Language, Cost-Effective, Abstractions, Compatibility and Support for Various filing system.

Variety of Data: Hadoop can store and process structured also as semi-structured and unstructured formats of knowledge.

The Volume of Data: Hadoop is specially designed to handle the large volume of knowledge within the range of petabytes.

The Velocity of Data: Hadoop can process petabytes of knowledge with high velocity compared to other processing tools like RDBMS i.e. time interval in Hadoop is extremely less.

Salient Features of Hadoop

Hadoop is open-source in nature. It works on a cluster of machines. the dimensions of the cluster depend on requirements. It can run on normal commodity hardware.

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Author: Avani Tomar

Avani Tomar

Member since: Dec 15, 2020
Published articles: 3

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