Add to ORKGAbstract Layout methods for dense and sparse data are often seen as two separate problems with their own particular techniques. However, they are based on the same basic concepts. This paper studies how to integrate automatic data-layout and par-tition techniques for both dense and sparse data structures. In particular, we show how to include support for sparse matrices or graphs in Hitmap, a library for hier-archical tiling and automatic mapping of arrays. The paper shows that it is possible to offer a unique interface to work with both dense and sparse data structures. Thus, the programmer can use a single and homogeneous programming style, reducing the development effort and simplifying the use of sparse data structures in parallel com-p...
[[abstract]]Fortran 90 provides a rich set of array intrinsic functions that are useful for represen...
Abstract—This paper presents a data layout optimization technique for sequential and parallel progra...
The goal of languages like Fortran D or High Performance Fortran (HPF) is to provide a simple yet ef...
Layout methods for dense and sparse data are often seen as two separate problems with its own partic...
Abstract—Dealing with both dense and sparse data in parallel environments usually leads to two diffe...
The importance of tiles or blocks in mathematics and thus computer science cannot be overstated. Fro...
The importance of tiles or blocks in scientific computing cannot be overstated. Many algorithms, bot...
Sparse matrices are first class objects in many VHLLs (very high level languages) used for scientifi...
This paper shows how to compile sparse array programming languages. A sparse array programming langu...
Abstract—This paper studies the impact of using automatic data-layout techniques on the process of c...
Parallel architectures with physically distributed memory providing computing cycles and large amoun...
SLAM is a structure to layout synthesis system. It incorporates parameterisable bit-sliced and glue-...
Exploiting parallelism in modern machines increases the di culty of developing applications. Thus, ...
Abstract. This paper proposes tiling techniques based on data depen-dencies and not in code structur...
Many real-world data contain internal relationships. Efficient analysis of these relationship data i...
[[abstract]]Fortran 90 provides a rich set of array intrinsic functions that are useful for represen...
Abstract—This paper presents a data layout optimization technique for sequential and parallel progra...
The goal of languages like Fortran D or High Performance Fortran (HPF) is to provide a simple yet ef...
Layout methods for dense and sparse data are often seen as two separate problems with its own partic...
Abstract—Dealing with both dense and sparse data in parallel environments usually leads to two diffe...
The importance of tiles or blocks in mathematics and thus computer science cannot be overstated. Fro...
The importance of tiles or blocks in scientific computing cannot be overstated. Many algorithms, bot...
Sparse matrices are first class objects in many VHLLs (very high level languages) used for scientifi...
This paper shows how to compile sparse array programming languages. A sparse array programming langu...
Abstract—This paper studies the impact of using automatic data-layout techniques on the process of c...
Parallel architectures with physically distributed memory providing computing cycles and large amoun...
SLAM is a structure to layout synthesis system. It incorporates parameterisable bit-sliced and glue-...
Exploiting parallelism in modern machines increases the di culty of developing applications. Thus, ...
Abstract. This paper proposes tiling techniques based on data depen-dencies and not in code structur...
Many real-world data contain internal relationships. Efficient analysis of these relationship data i...
[[abstract]]Fortran 90 provides a rich set of array intrinsic functions that are useful for represen...
Abstract—This paper presents a data layout optimization technique for sequential and parallel progra...
The goal of languages like Fortran D or High Performance Fortran (HPF) is to provide a simple yet ef...