Module 5: Disk-based Index Structures
  Lecture 26: Pyramid Technique and VA-files
 

                                            

 

 

VA-file
  • Vector approximation file
  • Each dimension quantized into a fixed number of bits
  • Total representation takes bits
  • Essentially, grids
  • Each data point is approximated by the grid cell corresponding to its bit string
 
  • Concatenation of the bits for each dimension
  • Maintained as an unordered file with pointers to actual objects