@InProceedings{GorLe97c,
author={Sergei Gorlatch and Christian Lengauer},
title={({D}e){C}omposition Rules for Parallel Scan and Reduction},
booktitle = "Proc. 3rd Int. Working Conf. on
Massively Parallel Programming Models (MPPM'97)",
year = "1998",
publisher = {IEEE Computer Society Press},
pages = "23--32"
},
abstract={
We study the use of well-defined building blocks for SPMD programming
of machines with distributed memory. Our general framework is based on homomorphisms,
functions that capture the idea of data-parallelism and have a close correspondence
with collective operations of the MPI standard, e.g., scan and reduction.
We prove two composition rules: under certain conditions, a composition of a scan
and a reduction can be transformed into one reduction, and a composition of two scans
into one scan. As an example of decomposition, we transform a segmented reduction into a
composition of partial reduction and all-gather. The performance gain and
overhead of the proposed composition and decomposition rules are assessed analytically
for the hypercube and compared with the estimates for some other parallel models.
}
Sergei Gorlatch