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Memory Layout of Structure Members
When defining a struct in C/C , the order of members can impact their contiguity in memory, a concept known as struct padding. Padding is introduced to align members based on their data types, with commonly used alignments being 8 bytes (64 bits).
For the given struct:
struct test { double height; int age; char gender; }
The members might not be contiguous in memory due to padding. Changing the order to:
struct test { char gender; int age; double height; }
introduces padding after gender to align the struct to its alignment requirement.
Structure of Arrays vs Array of Structures
The arrangement of data in memory differs between a Structure of Arrays (SoA) and an Array of Structures (AoS).
Trade-offs Between SoA and AoS:
Feature | SoA | AoS |
---|---|---|
Readability | Lower | Higher |
Cache Locality | Higher for same-type members | Higher for structs |
Efficiency | Can be higher due to vectorization | Potentially lower due to padding |
Memory Usage | Lower in some cases | Higher due to padding within each struct |
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