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Implement a Simple Memory Allocator

Last updated: Jun 13, 2026

Quick Overview

This question evaluates understanding of dynamic memory management, fragmentation, allocation strategy trade-offs, and data-structure selection by asking for a simplified malloc/free allocator, and it falls under Software Engineering Fundamentals.

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  • OpenAI
  • Software Engineering Fundamentals
  • Software Engineer

Implement a Simple Memory Allocator

Company: OpenAI

Role: Software Engineer

Category: Software Engineering Fundamentals

Difficulty: medium

Interview Round: Onsite

Design and implement a simplified memory allocator with `malloc(size)` and `free(ptr)` for a fixed-size heap. Requirements: 1. The allocator manages a contiguous memory region, such as a byte array. 2. `malloc(size)` should return a pointer or offset to a block of at least `size` bytes, or fail if no suitable block exists. 3. `free(ptr)` should mark a previously allocated block as reusable. 4. Start with a simple first-fit implementation that linearly scans the heap or free list and chooses the first free block large enough to satisfy the request. 5. Support block splitting when a free block is larger than requested. 6. Discuss how to handle adjacent free blocks and reduce fragmentation. 7. Then propose an optimization using a best-fit strategy: choose the smallest free block that can satisfy the allocation request, using an appropriate ordered data structure such as a heap, balanced tree, or size-indexed free list. 8. Analyze the time complexity, space overhead, and trade-offs between first-fit and best-fit allocation.

Quick Answer: This question evaluates understanding of dynamic memory management, fragmentation, allocation strategy trade-offs, and data-structure selection by asking for a simplified malloc/free allocator, and it falls under Software Engineering Fundamentals.

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OpenAI
May 29, 2026, 12:00 AM
Software Engineer
Onsite
Software Engineering Fundamentals
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0

Design and implement a simplified memory allocator with malloc(size) and free(ptr) for a fixed-size heap.

Requirements:

  1. The allocator manages a contiguous memory region, such as a byte array.
  2. malloc(size) should return a pointer or offset to a block of at least size bytes, or fail if no suitable block exists.
  3. free(ptr) should mark a previously allocated block as reusable.
  4. Start with a simple first-fit implementation that linearly scans the heap or free list and chooses the first free block large enough to satisfy the request.
  5. Support block splitting when a free block is larger than requested.
  6. Discuss how to handle adjacent free blocks and reduce fragmentation.
  7. Then propose an optimization using a best-fit strategy: choose the smallest free block that can satisfy the allocation request, using an appropriate ordered data structure such as a heap, balanced tree, or size-indexed free list.
  8. Analyze the time complexity, space overhead, and trade-offs between first-fit and best-fit allocation.

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