Post by raselbd114 on Dec 5, 2023 3:52:17 GMT -5
Each case is individual and only accurate analysis supported by experience allows for the appropriate selection and adaptation of the solution to the client's needs. Generally speaking in the absence of specific analysis requirements or in a situation where the purpose of marts is to provide information to several BI systems it is worth using the Inmon approach. Even more so if the database structures of the source systems are stable. The Kimball approach is recommended when requirements are well known and defined. Multidimensional models are recommended as a mart structure due to their advantages which include high efficiency and readability for end users.
On the other hand some tools are perfect for flat data marts which are also perfect for data science analyses. Lindstedt's Data Vault approach is an effective solution for a data warehouse based on multiple data sources whose structure often changes. Data Vault is usually Email Marketing List a good choice for large and very large agile projects where warehouse flexibility productivity and scalability are key. Big Data When discussing methods of storing large data sets one cannot fail to mention the increasingly popular solutions known as Big Data. In the face of the huge amount of data available in enterprises in addition to the concept of data warehouses the concept of the socalled Data Lake intended specifically for storing and analyzing Big Data.
The emergence of new solutions of this type does not exclude existing wholesale solutions but only fills the existing gap. Mutual coexistence and integration of data storage systems unstructured and structured in the organization allows you to control the chaos and obtain the necessary business knowledge. When we prepared our forecast for the main ecommerce trends for no one could have predicted such a huge development of this industry.
On the other hand some tools are perfect for flat data marts which are also perfect for data science analyses. Lindstedt's Data Vault approach is an effective solution for a data warehouse based on multiple data sources whose structure often changes. Data Vault is usually Email Marketing List a good choice for large and very large agile projects where warehouse flexibility productivity and scalability are key. Big Data When discussing methods of storing large data sets one cannot fail to mention the increasingly popular solutions known as Big Data. In the face of the huge amount of data available in enterprises in addition to the concept of data warehouses the concept of the socalled Data Lake intended specifically for storing and analyzing Big Data.
The emergence of new solutions of this type does not exclude existing wholesale solutions but only fills the existing gap. Mutual coexistence and integration of data storage systems unstructured and structured in the organization allows you to control the chaos and obtain the necessary business knowledge. When we prepared our forecast for the main ecommerce trends for no one could have predicted such a huge development of this industry.