With the advent of data warehousing equipment (Warehouse appliance), the potential of business intelligence and advanced analytics applications has been stimulated, and many enterprises will use the advantages of data warehousing technology to enhance their competitiveness. But not to say that integration equipment is
, rather than the daily transaction data processed by many databases (some databases, such as the telecom billing database and even real-time information processing ). Therefore, the data in the data warehouse is rarely or never modified. Of course, adding data to the
data redundancy caused by the problem is not the reason to apply the database paradigm.
Therefore, not the higher the application paradigm, the better, depends on the actual situation. The third paradigm has largely reduced data redundancy and reduced the number of insertions, updates, and deletions. My personal view is that most of the cases applied to the third paradigm are sufficient, and in some cases
following order: First, compare the classic and common data Warehouse model, and analyze its advantages and disadvantages. The basic concepts and related theories of dimension modeling are introduced in detail. To get a better understanding of what dimension modeling is, I'm going to simulate an electric arcade that we all know well, and use the theory we've tal
mode is widely used in many preprocessing operations on each dimension, such as pre-statistics, classification, and sorting by dimension. Through these preprocessing, the Data Warehouse processing capability can be greatly improved. EspeciallyFor the 3nf modeling method, star mode has obvious performance advantages.
At the same time, another advantage of the dim
control, the first is to use the analytical application of operation and production; Due to the difficulty of historical data collection, the speed of the implementation of the data warehouse is relatively slow in the government supervision Department. The Data Warehouse wi
Warehouse Construction Practice-analysis and comparison of the advantages and disadvantages of the two methods21. Data Warehouse Construction Practice-create other dimension tables (Continued 1) and create cube22. Data Warehouse
balancing and optimizing time and space efficiency.L understand the features of external storage devices, such as the chunking principle, block size rules, device I/O characteristics, etc.1. Determine the storage structure of the dataA database management system often provides a variety of storage structure for designers to choose, different storage structure has different implementation methods, each has its own scope and advantages and disadvantage
features of external storage devices, such as the block principle, block size rules, and I/O features of devices.
1. Determine the Data Storage Structure
A database management system usually provides a variety of storage structures for designers to choose from. Different storage structures have different implementation methods and have different applicability and advantages and disadvantages, when sele
(Chinese)Training materials for business objectsHow to shield the menu of BO WebICan BO implement associated reports?Bo InformationExample of crystal easy table-- HyperionHyperionBrio83 learning materials User Manual------------Epochs series (5) --- build rule file---Company Data System (7) --- Storage mechanisms Underneath-- BIEEOracle by Example-Oracle Business Intelligence Enterprise EditionUse Oracle Warehous
relational tables. MOLAP schemes are simpler than ROLAP schemes, and indexing and data aggregation can be automated and managed automatically, but at the same time lose some flexibility. The implementation of ROLAP scheme is more complicated, but the flexibility is good, the user can define statistics and calculation method dynamically, and also can protect the investment in the existing relational database. Because of the
server|sql| data
Partitioned views join horizontal partitioned data from a group of members so that the data looks like it comes from the same table. SQL Server 2000 distinguishes between local partitioned views and distributed partitioned views. In the local partitioned view, all related tables and views reside on the same instance of SQL Server. In a distribute
warehouse solutions, including more than 30 dedicated modules. Among them, Sas/wa (Warehouse Administrator) is a data Warehouse integrated management tool, including the definition of theme, data conversion and summary, update summary d
warehouse is not up-to-date, but comes from other data sources. The data warehouse reflects historical information, rather than the daily transaction data processed by many databases (some databases, such as the telecom billing database and even real-time information proces
Perhaps many people understand that the data warehouse is built on the basis of multidimensional data model for OLAP data platform, through the previous article-the basic architecture of the data Warehouse, we have seen that the
Data Warehouse scheme is to provide front-end query and analysis as the basis, because there is a large redundancy, so the need for storage is also large. In order to better serve the front-end application, the data warehouse must have the following advantages, otherwise it
the SQL query plan.
(2)Using distributed databases for Reference. Typical examples are Google dremel, Apache drill, and cloudera impala, which features high performance (compared with hive and other systems), but Scalability (including cluster Scale Expansion and SQL type support diversity) and poor fault tolerance. Google described the applicable scenarios of dremel in the dremel paper (see reference [4]) as follows:
"Dremel is not intended as a replacement for Mr and is often used in conjun
The Oracle tutorial you are looking at is Oracle Data Warehouse tiered Manager Solution Developer Network Oracle.
SummaryThis paper describes the principles, procedures, limitations of the hierarchical manager, and combines with Oracle Data Warehouse to realize the efficient storage and management of geo-
The partition view joins the horizontal partition data from a group of Members to make the data look like it is from the same table. SQL Server 2000 distinguishes the local partition view from the distributed partition view. In the local partition view, all related tables and views reside on the same instance of SQL Server. In the distributed partition view, at least one table in the relevant table resides
Application background
China Unicom has a national scale of public telecommunications network, operating a variety of basic telecommunications business and value-added telecommunications services, the formation of mobile (GSM, CDMA), 193 long-distance, VoIP, 165 (Internet and E-commerce), paging, local calls, value-added services, such as a variety of business coexistence and common development pattern. How to give full play to Unicom's comprehensive advant
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