Determining indexes for improving database system performance
View Patent ↗Methods and systems for identifying one or more indexes are described. A system can collect a set of database operations that were performed during a given time window. Next, the system can partition the set of database operations based on a set of database tables that were accessed by the set of database operations. Then, for each database table in the set of database tables, the system can determine a set of indexes that are candidates for improving database system performance. Next, based on the candidate indexes, the system can identify one or more indexes, one or more combinations of indexes, and/or a consolidated index that improve overall database system performance.
1. A method for identifying one or more indexes for improving database system performance, the method comprising:
collecting a set of database operations that were performed during a given time window;
partitioning the set of database operations into partitions based on a set of database tables that were accessed by the set of database operations, wherein each partition includes database operations that accessed a given table; and
for each partition, performing the following set of operations:
determining a set of indexes that are candidates for improving database system performance;
identifying, based on the set of database operations in the partition, one or more indexes from the set of indexes that improve overall database system performance;
in response to determining that the set of indexes includes only one index, providing a recommendation to the user to add the index to the database table;
determining a consolidated index based on a set of combinations of indexes if multiple combinations of indexes were identified as improving overall database system performance; and
determining, based on the set of database operations that access the table, whether or not the consolidated index improves overall database system performance.
2. The method of claim 1 , wherein the set of operations further includes:
generating the set of combinations based on multiple indexes if multiple indexes were identified as improving overall database system performance; and
identifying, based on the set of database operations that access the table, one or more combinations from the set of combinations that improve overall database system performance.
3. The method of claim 1 , wherein the set of operations further includes:
in response to determining that only one combination from the set of combinations improves overall database system performance, providing a recommendation to the user to add the combination to the database table.
4. The method of claim 1 , wherein the set of operations further includes:
in response to determining that the consolidated index improves overall database system performance, providing a recommendation to the user to add the consolidated index to the database table.
5. A non-transitory computer-readable storage medium storing instructions that, when executed by a computer, cause the computer to perform a method for identifying one or more indexes for improving database system performance, the method comprising:
collecting a set of database operations that were performed during a given time window;
partitioning the set of database operations into partitions based on a set of database tables that were accessed by the set of database operations, wherein each partition includes database operations that accessed a given table; and
for each partition, performing the following set of operations:
determining a set of indexes that are candidates for improving database system performance;
identifying, based on the set of database operations in the partition, one or more indexes from the set of indexes that improve overall database system performance;
in response to determining that the set of indexes includes only one index, providing a recommendation to the user to add the index to the database table;
determining a consolidated index based on a set of combinations of indexes if multiple combinations of indexes were identified as improving overall database system performance; and
determining, based on the set of database operations that access the table, whether or not the consolidated index improves overall database system performance.
6. The non-transitory computer-readable storage medium of claim 5 , wherein the set of operations further includes:
generating the set of combinations based on multiple indexes if multiple indexes were identified as improving overall database system performance; and
identifying, based on the set of database operations that access the table, one or more combinations from the set of combinations that improve overall database system performance.
7. The non-transitory computer-readable storage medium of claim 5 , wherein the set of operations further includes:
in response to determining that only one combination from the set of combinations improves overall database system performance, providing a recommendation to the user to add the combination to the database table.
8. The non-transitory computer-readable storage medium of claim 5 , wherein the set of operations further includes:
in response to determining that the consolidated index improves overall database system performance, providing a recommendation to the user to add the consolidated index to the database table.
9. A system, comprising:
a processor; and
a non-transitory storage medium storing instructions that, when executed by the processor, cause the system to perform a method for identifying one or more indexes for improving database system performance, the method comprising:
collecting a set of database operations that were performed during a given time window;
partitioning the set of database operations into partitions based on a set of database tables that were accessed by the set of database operations, wherein each partition includes database operations that accessed a given table; and
for each partition, performing the following set of operations:
determining a set of indexes that are candidates for improving database system performance;
identifying, based on the set of database operations in the partition, one or more indexes from the set of indexes that improve overall database system performance;
in response to determining that the set of indexes includes only one index, providing a recommendation to the user to add the index to the database table;
determining a consolidated index based on a set of combinations of indexes if multiple combinations of indexes were identified as improving overall database system performance; and
determining, based on the set of database operations that access the table, whether or not the consolidated index improves overall database system performance.
10. The system of claim 9 , wherein the set of operations further includes:
generating the set of combinations based on multiple indexes if multiple indexes were identified as improving overall database system performance; and
identifying, based on the set of database operations that access the table, one or more combinations from the set of combinations that improve overall database system performance.
11. The system of claim 9 , wherein the set of operations further includes:
in response to determining that only one combination from the set of combinations improves overall database system performance, providing a recommendation to the user to add the combination to the database table.
12. The system of claim 9 , wherein the set of operations further includes:
in response to determining that the consolidated index improves overall database system performance, providing a recommendation to the user to add the consolidated index to the database table.