These are the development tools that help you to analyze, visualize, integrate, and report various documents and files. It helps you to handle various structured and unstructured data. Here are top ten big data tools that can help you to do the analysis.
1) Hadoop
It is the most necessary big data tool. This software helps you to process a large amount of information in both structured as well as unstructured formats, and it uses simple programming models. It also has many other additional features that help to extend its functions.
2) Grid Gain
It offers in-memory processing of data and enables speed for analytical transactions. This tool requires Hadoop tool and it requires devices such as Windows, Linux, or Mac operating system. It is an alternative to Map reduce tool.
3) Map Reduce
It helps you to write applications and rapidly process a large amount of data in parallel on large clusters. It is widely used by Hadoop and was generated by Google. It writes programs that make a large amount of unstructured data.
4) HPCC
It stands for High-Performance Computing Cluster. It is an open source computing platform for processing and analyzing the big data. It claims that it can offer superior performance than Hadoop in the future.
5) Storm
It is different from the other big data tools as it has real-time processing system rather than the batch-processing system of Hadoop. It is a fast software and can process data. It also has many other features.
6) HBase
It is a data tool for Hadoop and is written in Java. It is a scalable big data tool as it has a scope of development in future. It helps you to read and write large data sets. It describes itself as “the Hadoop Database” which makes it a bit confusing.
7) Cassandra
It is a free and open-source data management system that helps you to handle a large amount of data. It has high scalability for development and has many other aspects than just analyzing and computation.
8) CouchDB
It in the race of the big data tools, CouchDB also leads the web. This software mainly focuses on the ease of use and its fault-tolerant storage makes it the prime choice of every user around the world.
9) Google Charts
These are the powerful and free big data tools widely used by developers. It helps you to create a chart and add it to the web page. It helps you to complete your work easily, quickly, and efficiently.
10) Mark Logic
It is powerful and trusted software for all the big data applications. It provides all the necessary and latest features that are required in a new generation big data tool.
