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Alternatively, the workload of processing a single table in the query might be split and carried out in parallel for example, assigning rows for specific month ranges to specific processes The use of multiprocessor systems in these cases is quite different than for OLTP databases For OLTP, the focus of multiprocessor operations is to increase overall throughput For warehousing, the focus is usually the improvement in overall execution time in response to a single complex query I Specialized optimizations When faced with a complex database query involving selection criteria and joins, the DBMS has many different sequences in which it can carry out the query The optimizer for an OLTP database tends to benefit from the assumption that foreign key/primary key relationships should be exercised early in its processing, since they tend to cut down dramatically on the number of rows of intermediate results.

Text Equivalent to the VARCHAR standard data type, holding up to 255 characters. Memo Holds large character strings up to 65,535 characters, but de ned without a size. Number Equivalent to the NUMERIC standard data type, but the precision and scale are set using a Field Size pull-down menu. Integers can be de ned by setting the Decimal Places parameter to zero (0). Date/Time Roughly equivalent to the TIMESTAMP standard and capable of storing any valid date and time between the years 100 and 9999. Currency A numeric data type that is the equivalent of NUMERIC(19, 4), which is a number with 15 digits to the left of the decimal point and up to 4 digits to the right of the decimal point. AutoNumber A 4-byte or 16-byte eld (depending on the Field Size setting) that is automatically incremented by 1 whenever a new row is inserted into the table. Yes/No Roughly equivalent to the BOOLEAN standard data type. However, Microsoft Access permits this data type to be formatted as Yes/ No, On/Off, or True/False. OLE Object Similar to the BLOB standard data type, this type stores a Microsoft OLE object that can be up to 1GB (gigabyte) in size. Hyperlink A specialized data type that can hold an Internet web address. Lookup wizard A specialized data type that creates a link from a column in the current table to the contents of a column in another table. This data type is intended for dynamically linking tables when creating forms in Microsoft Access.

The optimizer for a warehousing database may make a quite different decision, based on information accumulated during the load process about the distribution of data values within the database..

As with load-time performance, maximizing the runtime performance of a warehouse is an ongoing task for the database administrator. Newer revisions of DBMS software often provide performance benefits, as do higher-performance processors or more processors.

Summary

Data warehousing is a rapidly growing part of the market for SQL-based relational databases and is one with a set of specialized requirements: I Warehouse databases are optimized for the workload of typical business analysis queries, which is quite different from OLTP workloads. I Specialized utility programs provide high-performance loading of the warehouse and analysis tools for taking advantage of warehoused data. I Specialized database schema structures, such as the star schema, are typically used in warehouse applications to support typical business analysis queries and optimize performance. I SQL extensions are frequently used to support typical business analysis queries involving time series and trend analysis, rank orderings, and time-based comparisons. I Careful design of a large warehouse is required to provide the correct balance between load-time performance and runtime performance.

Microsoft SQL Server s Transact-SQL supports the following standard data types: BIGINT Whole numbers from 263 through 263 1. CHARACTER (CHAR) Fixed-length character up to 8000 characters. DECIMAL Fixed precision and scale from 1038 + 1 through 1038 1. FLOAT Floating-point numbers in the range 1.79 10308 through 2.23 10 308, 0, or in the range 2.23 10 308 through 1.79 10308. INTEGER Whole numbers from 231 through 231 1.

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