Communication-aware processor allocation for supercomputers: Finding point sets of small average distance

MA Bender, DP Bunde, ED Demaine, SP Fekete… - Algorithmica, 2008 - Springer
We give processor-allocation algorithms for grid architectures, where the objective is to
select processors from a set of available processors to minimize the average number of
communication hops. The associated clustering problem is as follows: Given n points in ℜ d,
find a size-k subset with minimum average pairwise L 1 distance. We present a natural
approximation algorithm and show that it is a 74-approximation for two-dimensional grids; in
d dimensions, the approximation guarantee is 2-12d, which is tight. We also give a …

Communication-aware processor allocation for supercomputers

MA Bender, DP Bunde, ED Demaine, SP Fekete… - Workshop on Algorithms …, 2005 - Springer
We give processor-allocation algorithms for grid architectures, where the objective is to
select processors from a set of available processors to minimize the average number of
communication hops. The associated clustering problem is as follows: Given n points in R^d,
find a size-k subset with minimum average pairwise L 1 distance. We present a natural
approximation algorithm and show that it is a 74-approximation for 2D grids. In d
dimensions, the approximation guarantee is 2-12d, which is tight. We also give a polynomial …
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