Computer science concepts
Memory Allocator Design
These problems test designing a contiguous memory allocator: managing a linear address space with best-fit allocation, splitting, and coalescing of free…

What's being tested
These problems test designing a contiguous memory allocator: managing a linear address space with best-fit allocation, splitting, and coalescing of free blocks. Interviewers probe data-structure choices, correctness for malloc/free semantics (including double-free detection and pointer validation), and deterministic tie-breaking under equal-fit scenarios.
Patterns & templates
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Free-list as ordered list — maintain a list of (start, size, free) blocks; scan for best-fit in
O(b)time where b = number of blocks. -
Block header layout — store metadata (size, free flag) adjacent to block; use pointer arithmetic for successor/predecessor.
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Split on allocation — when a free block > requested, carve prefix/suffix and update headers; watch minimum block size to avoid tiny fragments.
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Coalesce on free — merge adjacent free neighbors by checking neighboring headers in
O(1)if doubly-linked,O(b)otherwise. -
Exact-pointer validation — accept frees only when pointer matches a block's payload start; reject interior or null frees deterministically.
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Deterministic tie-breaking — prefer earliest-start or lowest-index block on equal sizes to make behavior testable and reproducible.
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Optional optimizations — use segregated free lists or balanced tree (interval tree / ordered set) to reduce allocation/search to
O(log b)at space cost.
Common pitfalls
Pitfall: Returning an interior pointer or allowing frees of non-exact pointers — always validate pointer equals the block’s payload start.
Pitfall: Forgetting to prevent double-free — track a free flag or remove freed block from free-list before coalescing.
Pitfall: Splitting without enforcing minimum block/header size — leads to unusable tiny fragments and incorrect pointer arithmetic.