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Which data structure is best suited for implementing a cache, where the most recently accessed elements are retained?Select one:a. Queueb. Linked Listc. Stackd. Heap

Question

Which data structure is best suited for implementing a cache, where the most recently accessed elements are retained?Select one:a. Queueb. Linked Listc. Stackd. Heap

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Solution

To implement a cache where the most recently accessed elements are retained, the best-suited data structure would be a Linked List.

Here's why:

  1. A Queue: A queue follows the First-In-First-Out (FIFO) principle, which means the least recently accessed element would be at the front of the queue. This is not suitable for a cache where we want to retain the most recently accessed elements.

  2. A Stack: A stack follows the Last-In-First-Out (LIFO) principle, which means the most recently accessed element would be at the top of the stack. While this may seem suitable at first, it doesn't allow for efficient removal of elements from the middle of the stack, which is necessary for cache eviction.

  3. A Heap: A heap is a binary tree-based data structure that maintains a specific order of elements. While it can be used for implementing a cache, it is not the most efficient choice. Heap operations like insertion and deletion have a time complexity of O(log n), which can be slower compared to other options.

  4. A Linked List: A linked list allows for efficient insertion and deletion of elements at any position, making it a suitable choice for implementing a cache. By keeping track of the most recently accessed elements at the head of the linked list, we can easily retain them and remove the least recently accessed elements from the tail.

Therefore, the best-suited data structure for implementing a cache where the most recently accessed elements are retained is a Linked List.

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