How to avoid wasting memory on 64-bit pointers

Question

I'm hoping for some high-level advice on how to approach a design I'm about to undertake.

The straightforward approach to my problem will result in millions and millions of pointers. On a 64-bit system these will presumably be 64-bit pointers. But as far as my application is concerned, I don't think I need more than a 32-bit address space. I would still like for the system to take advantage of 64-bit processor arithmetic, however (assuming that is what I get by running on a 64-bit system).

Further background

I'm implementing a tree-like data structure where each "node" contains an 8-byte payload, but also needs pointers to four neighboring nodes (parent, left-child, middle-child, right-child). On a 64-bit system using 64-bit pointers, this amounts to 32 bytes just for linking an 8-byte payload into the tree -- a "linking overhead" of 400%.

The data structure will contain millions of these nodes, but my application will not need much memory beyond that, so all these 64-bit pointers seem wasteful. What to do? Is there a way to use 32-bit pointers on a 64-bit system?

I've considered

1. Storing the payloads in an array in a way such that an index implies (and is implied by) a "tree address" and neighbors of a given index can be calculated with simple arithmetic on that index. Unfortunately this requires me to size the array according to the maximum depth of the tree, which I don't know beforehand, and it would probably incur even greater memory overhead due to empty node elements in the lower levels because not all branches of the tree go to the same depth.

2. Storing nodes in an array large enough to hold them all, and then using indices instead of pointers to link neighbors. AFAIK the main disadvantage here would be that each node would need the array's base address in order to find its neighbors. So they either need to store it (a million times over) or it needs to be passed around with every function call. I don't like this.

3. Assuming that the most-significant 32 bits of all these pointers are zero, throwing an exception if they aren't, and storing only the least-significant 32 bits. So the required pointer can be reconstructed on demand. The system is likely to use more than 4GB, but the process will never. I'm just assuming that pointers are offset from a process base-address and have no idea how safe (if at all) this would be across the common platforms (Windows, Linux, OSX).

4. Storing the difference between 64-bit this and the 64-bit pointer to the neighbor, assuming that this difference will be within the range of int32_t (and throwing if it isn't). Then any node can find it's neighbors by adding that offset to this.

Any advice? Regarding that last idea (which I currently feel is my best candidate) can I assume that in a process that uses less than 2GB, dynamically allocated objects will be within 2 GB of each other? Or not at all necessarily?

Answer 1

Combining ideas 2 and 4 from the question, put all the nodes into a big array, and store e.g. int32_t neighborOffset = neighborIndex - thisIndex. Then you can get the neighbor from *(this+neighborOffset). This gets rid of the disadvantages/assumptions of both 2 and 4.

Answer 2

If on Linux, you might consider using (and compiling for) the x32 ABI. IMHO, this is the preferred solution for your issues.

Alternatively, don't use pointers, but indexes into a huge array (or an std::vector in C++) which could be a global or static variable. Manage a single huge heap-allocated array of nodes, and use indexes of nodes instead of pointers to nodes. So like your §2, but since the array is a global or static data you won't need to pass it everywhere.

^{(I guess that an optimizing compiler would be able to generate clever code, which could be nearly as efficient as using pointers)}