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Indexes, data types, filegroups, and transaction logs

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Discuss your thoughts on the effects of indexes, data types, filegroups, and transaction logs on space considerations. Which of those database constructs do you feel are most important to manage when it comes to database size considerations? Why? What factors would you focus on when determining the actual size of these database constructs? Be sure to cite your sources.

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* Indexes

Indexes are key determining factor in Database performance.

Don't Over-Index
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Just as it is important to add indexes to fields that need it, it is important to avoid indexing fields that don't need it. Every index adds to the time it takes the database engine to update, delete and add records. [1]

Keep Indexes As Small As Possible: When creating a multi-field index, index only as many fields as are absolutely necessary.

The most common kind of index is a sorted list of the contents of some particular table column, with pointers to the row associated with the value. An index allows a set of table rows matching some criterion to be located quickly. Various methods of indexing are commonly used; B-trees, hashes, and linked lists are all common indexing techniques.

Relational DBMSs have the advantage that indices can be created or dropped ...

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