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Data Caching | Query optimization.Indexes
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Зміст курсу

Advanced Techniques in SQL

Data CachingData Caching

Data caching involves storing frequently accessed data in memory to improve query performance and reduce the need to retrieve data from disk.

A cache is a hardware or software component that stores frequently accessed data or instructions to speed up subsequent access.

Caches exploit the principle of locality, which states that programs tend to access a relatively small portion of their address space frequently. As a result, caches significantly improve system performance and responsiveness.

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.

What is the primary purpose of data caching in a DBMS?

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Секція 2. Розділ 5
course content

Зміст курсу

Advanced Techniques in SQL

Data CachingData Caching

Data caching involves storing frequently accessed data in memory to improve query performance and reduce the need to retrieve data from disk.

A cache is a hardware or software component that stores frequently accessed data or instructions to speed up subsequent access.

Caches exploit the principle of locality, which states that programs tend to access a relatively small portion of their address space frequently. As a result, caches significantly improve system performance and responsiveness.

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.

What is the primary purpose of data caching in a DBMS?

Виберіть правильну відповідь

Все було зрозуміло?

Секція 2. Розділ 5
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