Gather/scatter is a type of memory addressing that at once collects (gathers) from, or stores (scatters) data to, multiple, arbitrary indices. Examples of its use include sparse linear algebra operations,[1] sorting algorithms, fast Fourier transforms,[2] and some computational graph theory problems.[3] It is the vector equivalent of register indirect addressing, with gather involving indexed reads, and scatter, indexed writes. Vector processors (and some SIMD units in CPUs) have hardware support for gather and scatter operations, as do many input/output systems, allowing large data sets to be transferred to main memory more rapidly.
The concept is somewhat similar to vectored I/O, which is sometimes also referred to as scatter-gather I/O. This system differs in that it is used to map multiple sources of data from contiguous structures into a single stream for reading or writing. A common example is writing out a series of strings, which in most programming languages would be stored in separate memory locations.
- ^ Lewis, John G.; Simon, Horst D. (1 March 1988). "The Impact of Hardware Gather/Scatter on Sparse Gaussian Elimination". SIAM Journal on Scientific and Statistical Computing. 9 (2): 304–311. doi:10.1137/0909019.
- ^ He, Bingsheng; Govindaraju, Naga K.; Luo, Qiong; Smith, Burton (2007). "Efficient gather and scatter operations on graphics processors". Proceedings of the 2007 ACM/IEEE conference on Supercomputing (PDF). pp. 1–12. doi:10.1145/1362622.1362684. ISBN 9781595937643. S2CID 2928233.
- ^ Kumar, Manoj; Serrano, Mauricio; Moreira, Jose; Pattnaik, Pratap; Horn, W P; Jann, Joefon; Tanase, Gabriel (September 2016). "Efficient implementation of scatter-gather operations for large scale graph analytics". 2016 IEEE High Performance Extreme Computing Conference (HPEC). pp. 1–7. doi:10.1109/HPEC.2016.7761578. ISBN 978-1-5090-3525-0. S2CID 10566760.