Module 5: Disk-based Index Structures
  Lecture 22: SS-trees,SR-trees,P-trees
 

                                           

 

 

Structure and algorithms
  • Index node explicitly maintains both
 
  • Bounding sphere
 
  • Bounding rectangle
  • Center is weighted centroid of child nodes
  • Radius is minimum of maximum distances to
 
  • Bounding spheres of child nodes
 
  • Bounding rectangles of child nodes
  • Radius is tighter than SS-tree
  • When searching, minimum distance of query point to a node is maximum of minimum distances to
 
  • Bounding sphere of the node
 
  • Bounding rectangle of the node
  • Similarly, maximum distance is minimum of maximum's
 
  • Better lower and upper bounds