Comparison of Advance Tree Data Structures

TL;DR

This paper reviews and compares various Btree and Rtree variants, analyzing their structures, query support, data types, and applications to guide optimal index structure selection.

Contribution

It provides a comprehensive comparison of Btree and Rtree variants, highlighting their differences and suitability for specific applications.

Findings

Different variants have unique structures and performance characteristics.

Comparison based on complexity, query support, data types, and applications.

Guidelines for choosing appropriate index structures for specific needs.

Abstract

Btree and Rtree are two basic index structures; many different variants of them are proposed after them. Different variants are used in specific application for the performance optimization. In this paper different variants of Btree and Rtree are discussed and compared. Index structures are different in terms of structure, query support, data type support and application. Index structures are discussed first. Btree and its variants are discussed and them Rtree and its variants are discussed. Some structures example is also shown for the more clear idea. Then comparison is made between all structure with respect to complexity, query type support, data type support and application.