Hadoop Distributed File System: A big data solution
January 25, 2021|
The Hadoop Distributed File System (HDFS) is a progressive user space system to help manage and maintain big data. You can store and send data sets at high bandwidth to user applications in clusters via servers. Here’s a breakdown of what HDFS is and how it could be the right fit for your business as it grows.
What is the Hadoop Distributed File System? (HDFS)
HDFS is a data storage filing system run on commodity hardware that is shared via devices used across large networks known as nodes. The purpose of the Hadoop Distributed File System is to meet challenges that more traditional databases can’t handle. These include size and speed issues, as well as data distribution.
Hands down the biggest plus of HDFS is how it handles large volumes of data. The file system belongs to Hadoop, a collection of open-source software used by businesses to manage data processes and data lineage. HDFS has several additional data management benefits.
3 Benefits of HDFS
- Identifiable and modifiable
- Fast and reliable
- inexpensive and scalable
How the Hadoop Distributed File System (HDFS) works
Being able to access and analyze large sets of data makes HDFS a viable storage option in comparison to single-storage solutions like a hard drive. As technology advances, data systems develop. Keeping track of data sets as they flow can be difficult. This is where HDFS comes in.
It accommodates change through large web networks that manage the quality and quantity of your business data. It can break big data into easier to control fragments for your enterprise to track and manage. Hadoop can service data expansion needs as your business grows.
Two Central Elements of Hadoop:
- Multiple operating systems (OS)
MapReduce relates to HDFS’s ability to process data across a network of computers. Multiple operating systems make sending information unobtrusive, integrated and fast. As open-source software, HDFS comes with no additional licensing or support costs for your business, making integration easy.
Teams enjoy the accessibility that HDFS provides. Storing data across several systems that break the information down into digestible sizes means your business can retain information better.
Scale efficiently as HDFS increases your ability to efficiently transfer, store and analyze your business data to better serve customer needs.