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Here are a few question-style article titles that fit your provided content: * How Does Memory Layout Affect Struct Member Ordering in C/C ? * SoA vs AoS: Understanding the Trade-offs in Data Struct

Mary-Kate Olsen
Release: 2024-10-26 07:26:30
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Here are a few question-style article titles that fit your provided content:

* How Does Memory Layout Affect Struct Member Ordering in C/C  ?
* SoA vs AoS: Understanding the Trade-offs in Data Structure Memory Layout
* Struct Padding and Alignment: Optim

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;
}
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The members might not be contiguous in memory due to padding. Changing the order to:

struct test {
    char   gender;
    int    age;
    double height;
}
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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).

  • SoA: Stores all members of an array type together, followed by the members of another array type. This can improve performance for operations that process similar data types.
  • AoS: Bundles all members of a single struct together, followed by another struct's members. It provides better cache locality when accessing all members of a struct together.

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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