How are Big Data and Hadoop related?

Explore practical solutions to optimize last database operations.
Post Reply
shukla7789
Posts: 1324
Joined: Tue Dec 24, 2024 4:27 am

How are Big Data and Hadoop related?

Post by shukla7789 »

Discover the relationship between Big Data and Hadoop and the origins of the most necessary ecosystem in the Big Data environment. Take note of its practical use.
The history of Big Data and Hadoop is necessarily linked to that of Google. In fact, it could be said that Hadoop was born at the moment when Google urgently needed a solution that would allow it to continue processing data at the pace it needed, at a rate that had suddenly grown exponentially.

Big Data and Hadoop: History and Business Drivers Driving Their Emergence
Google is unable to index the web at the level amazon database by the market and so decides to look for a solution based on a distributed file system , adopting the motto “divide and conquer”.

This solution, which would later be called Hadoop , is based on a large number of small computers, each of which is responsible for processing a portion of information. The greatness of the system is that, although each of them works independently and autonomously, they all act together , as if they were a single computer of incredible dimensions.

In 2006, Google published all the details about its new discovery, sharing its knowledge and experience with all users who longed to access this information. Among the group of beneficiaries, the interest of the Open Source community stands out . Passionate about the idea and the new horizon that opens up before them, they exploit its possibilities by developing an implementation they call Hadoop .

From that moment on, it was Yahoo who took over , driving its expansion to reach large and iconic companies in the world of computing, such as Facebook, who began to incorporate it into their routines, enjoy its use and participate in its development , together with the Open Source community.



From Bit... to Big Data: The term Big Data has become very popular, but what is Big Data really?


What is Hadoop?
Hadoop is an open source system used to store, process and analyze large volumes of data . Its advantages are many:

It isolates developers from all the difficulties present in parallel programming.
It has an ecosystem that is of great help to the user, since it allows the file to be distributed on nodes , which are nothing more than computers with commodity-hardware.
It is capable of running processes in parallel at all times.
It has control modules for data monitoring.
It presents an option that allows queries to be made .
It also promotes the appearance of different add-ons , which facilitate the work, manipulation and monitoring of all the information stored in it.
Post Reply