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If you have a computer file with 2 million records and utilize a B+ tree index with a tree order of 200, what is the maximum number of nodes you may need to access?

Question

If you have a computer file with 2 million records and utilize a B+ tree index with a tree order of 200, what is the maximum number of nodes you may need to access?

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Solution

To answer this question, we first need to understand what a B+ tree is and how it works. A B+ tree is a type of tree data structure that is used in databases and file systems to allow for efficient insertion, deletion and search operations. The order of a B+ tree, in this case 200, refers to the maximum number of children that a node in the tree can have.

The number of nodes you may need to access in a B+ tree depends on the height of the tree. The height of a B+ tree can be calculated using the formula:

h = log_base_(m/2)_(n)

where:

  • h is the height of the tree,
  • m is the order of the tree, and
  • n is the number of records.

In this case, m = 200 and n = 2 million.

So, the height of the tree would be:

h = log_base_100_(2,000,000)

This would give us a height of approximately 4.

However, in the worst-case scenario, you may need to access an additional node due to the way B+ trees handle deletions. So, the maximum number of nodes you may need to access would be the height of the tree plus one, which in this case would be 5.

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