Big Data and the Six Business Intelligence Frameworks

“The next big thing every entrepreneur must know about”

The explosive growth of big data and its use cases promoted the development of a more diverse type of big data-related frameworks for storage, networking, and efficient computing, big data not only depend on efficient hardware but also needs excellent frameworks to process and analyze the business data, Big data enable enterprises to obtain better decision-making support and achieve the faster growth rate among competitors.

Hadoop

Hadoop is an open-source distributed framework that can process a large volume of data in a distributed manner, its processing capabilities are reliable, efficient, and scalable, it has been designed in such a way that handle any type of failure in the processing environment whether the communication errors occurred or the hard disk failed, Hadoop maintains the multiple copies of working data to ensure that it can redistribute the data for reprocessing to failed nodes, efficient and generally very fast parallel processing framework, due its high scalability it can handle petabytes of data and mostly relies on community servers, therefore, its operating cost is much cheaper against the same type of commercial products.

Smartbi

The Smartbi is an excellent tool for big data analysis, provides extensive functions for data connection, data preparation, and data analysis, Smartbi enable experts to develop the professional and complex type of reports in big data scenarios, its visualization reports are better than other BI systems, in Smartbi you can model complex machine learning applications, and plenty of options to perform predictive analysis, natural language processing, and customized requirement for big data analysis, with Smartbi business experts and analysts will meet the requirements of business domain with data roles, analysis roles, and management roles.

Bokeh

Its Python language toolset fulfills the complete requirement of the visualization needs of an organization, it has the exquisite and concise graphical processing power that enhances the interactive capabilities of large-scale data streams.

Plotly

Compare to Bokeh this tool is compatible with multiple languages ​​such as JavaScript, MATLAB, Python, and R, its simple to understand interface allows everyone to perform analysis work even novice developers who are unfamiliar with computer programming can easily create dynamic and visualized reports, basically, this software belongs to a new generation of data scientists, and business intelligence platform, comfortably handle the large-scale data as well as quickly produced the required reports.

Pentaho BI

It is fundamentally a process-centric and solution-oriented framework, it can integrate with multiple BI enterprise-level products, its APIs, and other components can easily integrate with diverse business intelligence products, Pentaho BI will allow business experts to build the complete business intelligence solution.

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