Data Caching
Data caching involves storing frequently accessed data in memory to improve query performance and reduce the need to retrieve data from disk.
Caching Strategies
Buffer Pool
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Data Pages:
- Data is organized into fixed-size units known as data pages when read from or written to disk;
- These data pages are temporarily stored in the DBMS's memory within the buffer pool, also referred to as the buffer cache.
-
Cache Replacement Policies:
- Due to limited space in the buffer pool, a cache replacement policy determines which data pages to retain in memory when new pages are loaded.
-
Cache Management:
- When a query requests data, the DBMS checks if the required data pages are already in the buffer pool;
- If the data pages are found in memory (cache hit), they are retrieved from the buffer pool, bypassing slower disk access;
- If the data pages are not in memory (cache miss), the DBMS fetches them from disk and loads them into the buffer pool for future access.
Query Result Cache
- Some DBMSs provide a query result cache, storing frequently executed query results in memory;
- When a query is executed, the system checks if the same query with identical parameters has been executed previously. If found, it returns the cached result rather than re-executing the query.
Index Caching
- Besides caching data pages, DBMSs may cache index pages in memory to accelerate index-based queries;
- Index caching reduces the need to traverse the entire index structure on disk, enhancing query performance for indexed columns.
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Seksjon 2. Kapittel 5
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Data Caching
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Data caching involves storing frequently accessed data in memory to improve query performance and reduce the need to retrieve data from disk.
Caching Strategies
Buffer Pool
-
Data Pages:
- Data is organized into fixed-size units known as data pages when read from or written to disk;
- These data pages are temporarily stored in the DBMS's memory within the buffer pool, also referred to as the buffer cache.
-
Cache Replacement Policies:
- Due to limited space in the buffer pool, a cache replacement policy determines which data pages to retain in memory when new pages are loaded.
-
Cache Management:
- When a query requests data, the DBMS checks if the required data pages are already in the buffer pool;
- If the data pages are found in memory (cache hit), they are retrieved from the buffer pool, bypassing slower disk access;
- If the data pages are not in memory (cache miss), the DBMS fetches them from disk and loads them into the buffer pool for future access.
Query Result Cache
- Some DBMSs provide a query result cache, storing frequently executed query results in memory;
- When a query is executed, the system checks if the same query with identical parameters has been executed previously. If found, it returns the cached result rather than re-executing the query.
Index Caching
- Besides caching data pages, DBMSs may cache index pages in memory to accelerate index-based queries;
- Index caching reduces the need to traverse the entire index structure on disk, enhancing query performance for indexed columns.
Alt var klart?
Takk for tilbakemeldingene dine!
Seksjon 2. Kapittel 5