Adept Open Source Library

This is a blog to provide in-depth information on the Adept open source library - the core of which is a Java object database component. In addition there is lots of Java code and solutions for many development problems.

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Wednesday, August 31, 2005

The LRU Cache

In truth, all caches created using the Cache class are LRU caches. If you need to use the other caching properties without restricting the number of elements, give it a huge size or use the default constructor.
// Once 50 elements are cached the least recently accessed will be discarded.
Cache cache = new Cache( 50);

 

Just think of a linked list. When you add an item it's added to the end of the list. When you access an item it's unlinked from its current location and linked again at the end. Therfore if you add an item to a list with the maximum number of entries, then the item at the start of the list is removed, close called if closeable, and discarded.

Note that because the Cache class is used for more than just simple LRU caches, the clean operation does not happen synchronously. An item is added on request then the method returns to the caller. This makes the cache very fast. A lower priority background thread will pick up oversized caches, closing and removing least-recently-used items that aren't currently locked.

The LRU cache is commonly used to cache objects in memory that would otherwise require a more expensive retrieval procedure. The Adept browser code, for example, uses a LRU cache to hold static elements such as HTML files and images. This way they are loaded from disk once and served from memory if they are popular enough to always be at the end of the list. Items that are used infrequently are more likely to be discarded and require a disk retrieval to get back. Note that the browser caches static content in a similar way. In addition, the Adept server cache will effect files requested from multiple browsers.

Using a LRU cache, rather than storing the item in a Map, allows the developer to control memory usage.

If there's any possibility that an item being cached may change at the original source, use a trigger or time sensitive cache as well as the LRU method.

Next time we'll talk about Time Sensitive Caches.

2 Comments:

PHP Guy said...

Cool articile, by the way is theyre a way i can do a RAM drive and store all the cache in it?!

9:19 PM  
Paul Marrington said...

The cache class is an in-memory object, so it acts as a RAM-drive for Java objects. If caches are large enough, some of the least recently used objects will be written to disk. This is a function of the Java VM and the operating system virtual memory.

10:12 AM  

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