The big data phenomenon has brought with it numerous challenges to the data management landscape. As the government, businesses and other organizations continue rapidly generating data, the need to collect and analyze the same has become more urgent. Big data is not only about volume but also how this data is used to improve productivity in any setting.
The traditional database management systems have become overwhelmed as more data becomes available and sadly, this has resulted in reduced analysis of available data. If for instance a healthcare organization was to leverage big data through a capable database, it would be easier to cut costs, predict disease outbreaks and also make the entire healthcare more efficient.
This is where Hadoop comes in handy. This is an open source storage platform that is gradually changing big data management. It provides an excellent data management solution for big data. Initially, it was mostly used by large web 2.0 companies but it is now being adopted by all types of businesses. The framework supports scaling out to process large data sets.
The importance of Hadoop basically lies in its ability to help businesses make decisions based on a large set of data and other variables. As a business owner, you are able to get a more comprehensive view of your target audience without having to use multiple analyses. If you are a website owner or a database manager, it is important to get insight on Hadoop in order to leverage its capabilities.
During the 1990s and early 2000s, search result generation was done by humans. This was not only slow but also inefficient. There was need to automate the data generation process. Various developers got down to work and one pair consisted of Doug Cutting and Mike Cafarella. These two were the brainchild of Hadoop back in 2005. When Cutting joined Yahoo in 2006, development on the open software continued. Today, Hadoop is managed by the Apache Software Foundation.
If you are using remote DBA experts for your big data processing, they are most likely deploying Hadoop. As a business owner, it is important to appreciate that as your business grows so does the amount of data you generate. One reason most websites lose customers is the fact that they don’t optimize their data management systems. Your database needs regular maintenance and upgrades and this is the role a DBA expert plays. When your database is performing optimally, queries are easily made and visitors will never experience downtime. Unlike traditional relational database systems (RDBMS), Hadoop allows your business to leverage thousands of terabytes of data.
Some of the other reasons this open software is creating such a buzz include:
There are many other reasons Hadoop is the best database management system today. It is being used across industries including health, entertainment, media, and retail among others. The fact that it scales out makes it an affordable storage system for your company’s volume of data. The fact that tasks are different also makes it easier to handle partial failure if it occurs.
Hadoop is more reliable and it features a robust coherent model. As your business grows and data grows, you don’t need to invest in more servers as this will eat into your operational costs. This database system is perfectly suited both for startups and big brands. As big data is now a reality, your company needs to leverage its advantages including lowering costs, improving customer service and improving efficiency in production.
It might not fit for small data but remember your business is growing. With increased security standards, vulnerability should also not be a big deal.
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