In this paper, we describe transformation recipes, which provide a high-level interface to the
code transformation and code generation capability of a compiler. These recipes can be …

Autotuning technology has emerged recently as a systematic process for evaluating
alternative implementations of a computation, in order to select the best-performing solution …

Autotuning technology has emerged recently as a systematic process for evaluating
alternative implementations of a computation to select the best-performing solution for a …

The advent of the era of cheap and pervasive many-core and multicore parallel systems has
highlighted the disparity of the performance achieved between novice and expert …

Scientific libraries are written in a general way in anticipation of a variety of use cases that
reduce optimization opportunities. Significant performance gains can be achieved by …

We present the way in which we have constructed an implementation of a sparse Cholesky
factorization based on a hypermatrix data structure. This data structure is a storage scheme …

Matrix computations lie at the heart of most scientific computational tasks. The solution of
linear systems of equations is a very frequent operation in many fields in science …

The use of highly optimized inner kernels is of paramount importance for obtaining efficient
numerical algorithms. Often, such kernels are created by hand. In this paper, however, we …

In recent years, sensor network technologies have attracted attentions in the field of the
primary industry such as the aquaculture industry. We have proposed a fish farm monitoring …

LNCS 3911 - Adapting Linear Algebra Codes to the Memory Hierarchy Using a Hypermatrix
Scheme Page 1 Adapting Linear Algebra Codes to the Memory Hierarchy Using a …