Friday, February 19, 2016

Database Indexing - Solved Exercise set 1

Indexing and Tuning - solved exercises - Indexing examples - Tuning examples - How to choose an appropriate index?

A sparse primary index, A dense primary index -  Which of the indexes is best suited for executing the given SQL query efficiently? Why?

Question / Exercise:

Consider a relation Faculty with the relational schema Faculty (FID, FName, Dept, Salary). Here FID stores the values 1, 2, 3, … , n as faculty identification numbers.
The following query is the most frequent one;
SELECT * FROM Faculty WHERE FID > v1 AND FID < v2;
Assume that Faculty does not have any indexes. We need to create necessary indexes. Which of the following indexes is best suited for executing the above query efficiently?
(a) A sparse primary index on FID            (b) A dense primary index on FID


Sparse primary index – an index with few FIDs listed sparsely in the index table. You can reach the record in the data file by choosing the record’s pointer whose value is the greatest below the searching value. Sparse index is smaller than dense index.
Dense primary index – an index with each FIDs listed densely in the index table for each record in the data file. It has one to one relationship between index table and data file. Dense index is larger than sparse index.
Primary index - The data file is sequentially ordered by an ordering key field, and the indexing field is built on the ordering key field.

Sparse primary index is best suited for handling the above query. When executing the query we search for v1 in the index table, and find an index entry with the smallest value that is greater than v1. Then we use the pointer value in that record to find the location (address) of the record in the data file. We then do a simple sequential scan in the data file from that point (address) till we reach a record with FID value greater than v2. Refer the example given below.

In simple terms, sparse index would be helpful when compared with dense index in the case of range queries.

Dense index occupies all five entries in the index table and makes index table bigger. Dense index is good for point queries.

No comments:

Post a Comment

Featured Content

Multiple choice questions in Natural Language Processing Home

MCQ in Natural Language Processing, Quiz questions with answers in NLP, Top interview questions in NLP with answers Multiple Choice Que...

All time most popular contents

data recovery