What are some techniques for implementing an LRU cache?
There are several techniques for implementing an LRU (Least Recently Used) cache, including using a linked list with a hash map, or using a doubly linked list with a hash table for efficient access.
Can you explain how the linked list and hash map work together?
Sure! The linked list maintains the order of usage, while the hash map provides O(1) access to cache items. When an item is accessed, it's moved to the front of the list.
What are the advantages of using a doubly linked list?
A doubly linked list allows for easy removal of nodes from both ends, which is beneficial for efficiently managing the least recently used items.
Are there any libraries or frameworks that can help with LRU cache implementation?
Yes, many programming languages have libraries for LRU caches. For example, Python has functools.lru_cache
, and Java has LinkedHashMap
.
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