5 major technology trends in the development direction data analysis

xiaoxiao2021-03-06  41

As the analysis technology is constantly improving the importance of the BI field, the competition of manufacturers around the analysis technology is gradually warming. Analysis technology is constantly mature. As commercial intelligence (BI) software costs have risen in the IT budget, and the data collection and storage costs are increasingly driven by analytical use, DBMS and enterprise applications are concentrated in productive efforts. In terms of analysis technology. However, there are very few enterprises that will work a lot of planning to meet the prosperity of explosive development. It is true that many companies have a very careful design in data warehouses. However, in most enterprises, departmental BI applications and analysis applications are almost messy. It is time to take more serious attitudes to look at the analytical IT strategy plan. This is not only because analysis technology has a greater share in your budget. Analysis technology is not only larger than the previous share, but it also has more integration points, including integration points outside the analysis and trading systems. Now, let us explore the five main research fields currently analyzing technology integration. 1. Integrated monitoring, evaluation and information transmission from history perspective, BI technology includes hybrids of information transmission and analysis tools - such as real-time queries, real-time reporting, corporate reporting, multidimensional analysis, graphical data visualization. All this is now integrated into a new generation of technologies. As time goes by, traditional BI technology becomes more and more important. The user's central monitoring tool will be a portal or dashboard. This format will first show what indicators beyond the expected range and only allow users to understand the accurate numbers of the report. Usually, this is an improvement to the traditional system-centered system, which may provide a large amount of data, then let the user search and find abnormal conditions. In the era of money, the warning of the abnormal situation can be sent directly to mobile phones or other mobile devices. 2. Monitoring, assessment and transaction processing, BI technology has always been read-only, and copies with the transaction database. Therefore, from the technical statement, it seems unaccompanied by integrating BI technology with the transaction processing system. However, we may wish to look at this problem from the perspective of business processes. When the management pays attention or gets a warning, there is an abnormal situation in the metrics - what is "cause a warning"? This reason usually will become a process of action, perhaps in production or purchase process, but it is also very likely to be in all other areas of the company. The new generation of hybrid analysis / transaction applications are appearing to support these new processes. You can wait for this package application, perhaps you can use some process specification tools. However, no matter which way to use, for you, the process (and the application that will appear) will be critical. 3. The traditional work of internal analysis technology analysis technology is to accurately figure out which customer provides any service to make this relationship to bring profits as much as possible. In some environments, such as call centers such as mobile phone service providers, etc., this type of analysis in real time will be extremely important. Therefore, the analysis tool - is usually a statistical tool - must run the transaction system in order. At the same time, some customer marketing applications are trying to systematically analyze test and statistical analysis to make it part of the transaction to process the direct mail business process. 4. Planning and other almost every organization has their own huge budget and planning processes. However, modern enterprise planning technology has made many of thousands of companies' planning processes. Even so, most companies' predictors are still not effectively supported. With the continuous development of planning technology, transaction processing applications, monitoring / evaluation, planned itself, even statistical analysis, can form a better, more timely predictive system, and develop more useful project plans. 5. Integrated Analysis Data Management Some core servers also need to consider.

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