If most of your data resides inside a traditional data warehouse then you may not face any problem when you are dealing with big data.
However, if the data resides outside the warehouse then handling big data is not going to be an easy thing to do. Of course, if you are not even able to handle big data then you cannot think about advanced analytics. This is because only after knowing how to process and manage data, you can give some thought to analytics. Interestingly, if you find a suitable database then your problem is likely to get solved.
For this, the database should have such an architecture that enables you to push down the applications into the database. If the architecture is as per the aforesaid requirement then it will help you in performing more demanding analytics. Furthermore, with the right architecture, you won’t even have to worry about the costs and limitations associated with scaling. Just to let you know, if you choose to use a decade-old architecture then the aforesaid limitations as well as costs will continue to bother you. This is because an architecture that is not contemporary is unlikely to address the issues of today’s diverse applications.
However, it is obvious that if you want to push down the applications with the help of the architecture then you require creating some applications in the first place. For the creation of analytic applications, you may require taking help from some relevant wizards. This is where the Developer Express (an IDE) is likely to step in as it will provide you with the set of wizards that you require for the successful creation of analytic applications. Just to let you know, if you want to play it safe then you must ensure that the set of wizards is intuitive in nature.
Anyways, if you are developing applications for the purpose of analytics then you’d most likely want to test the applications as well. However, testing often requires special arrangements, which may defeat the whole purpose of Developer Express. The good news is that with the right IDE (Integrated Development Environment), testing is unlikely to pose a problem as you will be able to test the applications on your own desktop. Furthermore, even if you are able to develop and test the applications with utmost ease, you’d still require preparing for their deployment. So, it makes sense to ensure that the IDE helps you in deploying the applications locally.
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