当使用gpu或其他协处理器时，以特殊的方式在主存中分配数据结构有时是有益的。这种特殊的内存分配方式可以在自定义分配器中以一种方便的方式实现。

在使用加速器时，通过加速器运行时进行自定义分配是有益的，原因如下:

through custom allocation the accelerator runtime or driver is notified of the memory block in addition the operating system can make sure that the allocated block of memory is page-locked (some call this pinned memory), that is, the virtual memory subsystem of the operating system may not move or remove the page within or from memory if 1. and 2. hold and a data transfer between a page-locked memory block and an accelerator is requested, the runtime can directly access the data in main memory since it knows where it is and it can be sure the operating system did not move/remove it this saves one memory copy that would occur with memory that was allocated in a non-page-locked way: the data has to be copied in main memory to a page-locked staging area from with the accelerator can initialize the data transfer (through DMA)

我没有使用自定义STL分配器编写c++代码，但我可以想象一个用c++编写的web服务器，它使用自定义分配器自动删除响应HTTP请求所需的临时数据。自定义分配器可以在生成响应后立即释放所有临时数据。

自定义分配器(我已经使用过)的另一个可能的用例是编写一个单元测试来证明函数的行为不依赖于它的某些输入。自定义分配器可以用任何模式填充内存区域。

自定义分配器可以发挥作用的一个领域是游戏开发，特别是在游戏机上，因为它们只有少量内存，没有交换空间。在这样的系统上，您要确保对每个子系统都有严格的控制，这样一个不重要的系统就不能从一个重要的系统窃取内存。池分配器等其他功能可以帮助减少内存碎片。你可以在这里找到一篇关于这个主题的详细的长篇论文:

EASTL—Electronic Arts标准模板库

One example of I time I have used these was working with very resource constrained embedded systems. Lets say you have 2k of ram free and your program has to use some of that memory. You need to store say 4-5 sequences somewhere that's not on the stack and additionally you need to have very precise access over where these things get stored, this is a situation where you might want to write your own allocator. The default implementations can fragment the memory, this might be unacceptable if you don't have enough memory and cannot restart your program.

One project I was working on was using AVR-GCC on some low powered chips. We had to store 8 sequences of variable length but with a known maximum. The standard library implementation of the memory management is a thin wrapper around malloc/free which keeps track of where to place items with by prepending every allocated block of memory with a pointer to just past the end of that allocated piece of memory. When allocating a new piece of memory the standard allocator has to walk over each of the pieces of memory to find the next block that is available where the requested size of memory will fit. On a desktop platform this would be very fast for this few items but you have to keep in mind that some of these microcontrollers are very slow and primitive in comparison. Additionally the memory fragmentation issue was a massive problem that meant we really had no choice but to take a different approach.

So what we did was to implement our own memory pool. Each block of memory was big enough to fit the largest sequence we would need in it. This allocated fixed sized blocks of memory ahead of time and marked which blocks of memory were currently in use. We did this by keeping one 8 bit integer where each bit represented if a certain block was used. We traded off memory usage here for attempting to make the whole process faster, which in our case was justified as we were pushing this microcontroller chip close to it's maximum processing capacity.

在嵌入式系统上下文中，我还可以看到编写自己的自定义分配器的其他情况，例如，如果序列的内存不在主ram中，而在这些平台上可能经常出现这种情况。

强制性链接到Andrei Alexandrescu 2015年CppCon关于分配者的演讲:

https://www.youtube.com/watch?v=LIb3L4vKZ7U

好处是，只是设计它们让你想到如何使用它们:-)

自定义分配器是在释放内存之前安全地擦除内存的合理方法。

template <class T>
class allocator
{
public:
    using value_type    = T;

    allocator() noexcept {}
    template <class U> allocator(allocator<U> const&) noexcept {}

    value_type*  // Use pointer if pointer is not a value_type*
    allocate(std::size_t n)
    {
        return static_cast<value_type*>(::operator new (n*sizeof(value_type)));
    }

    void
    deallocate(value_type* p, std::size_t) noexcept  // Use pointer if pointer is not a value_type*
    {
        OPENSSL_cleanse(p, n);
        ::operator delete(p);
    }
};
template <class T, class U>
bool
operator==(allocator<T> const&, allocator<U> const&) noexcept
{
    return true;
}
template <class T, class U>
bool
operator!=(allocator<T> const& x, allocator<U> const& y) noexcept
{
    return !(x == y);
}

推荐使用Hinnant的allocator样板: https://howardhinnant.github.io/allocator_boilerplate.html)