5 Questions
What is the primary purpose of caching in computer science and distributed systems?
To improve the efficiency and performance of systems by reducing the time and resources needed
Where does a cache typically store frequently accessed or recently used data objects?
In a temporary storage area such as memory
What role does a cache play in reducing latency and database load?
It acts as a middle layer between the server and the database, storing frequently accessed data
Why is accessing data from a cache faster than accessing it directly from a database?
Because the cache is a temporary storage area located in memory
What happens if the cache does not have the requested data when the server tries to access it?
The cache connects with the database to retrieve the data and stores it for future access
Study Notes
Caching in Computer Science and Distributed Systems
- The primary purpose of caching is to reduce the average time it takes to access data by storing frequently accessed or recently used data objects in a faster, more accessible location.
Cache Storage and Location
- A cache typically stores frequently accessed or recently used data objects in a smaller, faster memory location, such as RAM (Random Access Memory) or a solid-state drive (SSD), which is closer to the application or server.
Role of Cache in Reducing Latency and Database Load
- A cache plays a crucial role in reducing latency and database load by providing a faster alternative to accessing data directly from a database, thus minimizing the number of requests made to the database and reducing the load on the database.
Accessing Data from Cache vs. Database
- Accessing data from a cache is faster than accessing it directly from a database because the cache is typically located in a faster, more accessible location, and the data is already retrieved and stored, eliminating the need for a database query.
Cache Miss
- If the cache does not have the requested data when the server tries to access it, a cache miss occurs, and the server must retrieve the data from the original source, usually the database, which can lead to increased latency and load on the database.
Learn the fundamentals of caching in system design, including its role as a temporary storage area for frequently accessed data to improve response times. Explore the mechanism of serving subsequent queries more efficiently through caching.
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