Many business organizations are unaware about the fact that for effective data management, it is essential that the platform in question is unique. Analysis of data is very much required if you need to manage big and diverse data. In other words, the analytic platform should work in co-ordination with the data management. Experts suggest that it should have a native in-database processing engine that can be used for application embedding. Furthermore, it is also essential that the ideal platform should offer a full feature support for almost every interface.
The functionality of this platform is different from an enterprise data warehouse however; both of them are used for the same purpose that is data management. An ideal analytics platform should be cost effective and easy to use. Such type of platforms should be accompanied by data visualization tools and other crucial elements. These features can be easily used by MR data scientist in order to complement their MR applications. An expensive platform would not serve any kind of purpose therefore, it is essential that this platform should be available in a significant cost payable by many organizations.
Programming has progressed a long way and enables people to play high end games using quality graphics and sound. MapReduce is also application software which allows programmers to create programs using disorganized cluster of contents that are designed to work on individual computers. MapReduce is basically categorized in two categories. The first part map is designed to locate content and then categorize them into various clusters. The second part reduce is mainly assigned to gather all the data that map has collected and then present them in single values. This helps to search the single value results easily. Thus the main function of MapReduce system application is mainly indexing that is collecting data.
The major advantage of MapReduce applications is that it helps the programmers to program in much simplified manner in comparison to intra cluster. It can be considered as the best medium for duplication of projects and has the ability to excel over the common database. However, this application cannot completely replace the existing applications. It can be considered as an affective measure to excel over the regular databases that make programming easier by letting it work in a smooth and faster manner. Moreover they are also considered as the best framework for simulation projects and helful for task that require analysis.
