Junior — Middle
Can you explain the structure and working principle of a B-tree for data indexing?
sobes.tech AI
Answer from AI
A B-tree is a balanced search tree widely used for indexing data in databases and file systems. Its structure and operation principles:
- Node contains multiple keys and child pointers, with the number of keys limited by minimum and maximum values (determined by the order of the tree).
- All leaves are at the same level, ensuring balance.
- When inserting or deleting keys, the tree automatically restructures (splitting or merging nodes) to maintain balance.
Main advantages:
- High branching factor reduces the tree's depth, which decreases the number of disk read operations.
- Works efficiently with large volumes of data that do not fit into RAM.
Example: in a B-tree of order 3, each node can contain from 1 to 2 keys and from 2 to 3 child nodes. When a node overflows, it is split, maintaining balance and search speed.