Compression techniques have revolutionized the Boundary Element Method used to solve the Maxwell equations in frequency domain. In spite of the several orders of magnitude gained in terms of computational cost, and resource consumption, their implementation in a direct solver remains challenging, especially on distributed memory machines. We present the design of an efficient and scalable hierarchical fast direct solver capable of factorizing H-matrices on large scale machines with manycore nodes. This task-based solver relies on a flexible execution model which features an extension of the sequential task flow (STF) paradigm, enabling seamless expression of complex dependencies between hierarchical data over distributed memory machines. We...
We present a distributed-memory library for computations with dense structured matrices. A matrix is...
Abstract. We consider the realization of matrix-matrix multiplication and propose a hierarchical alg...
In this paper, we describe and evaluate an extension of the Chameleon library to operate with hierar...
Compression techniques have revolutionized the Boundary Element Method used to solve the Maxwell equ...
Hierarchically semiseparable (HSS) matrix algorithms are emerging techniques in constructing the sup...
International audienceHierarchical matrices (H-matrices) have become important in applications where...
International audienceIn this talk we will discuss our research activities on the design of parallel...
We address the parallelization of the LU factorization of hierarchical matrices (-matrices) arising ...
We develop a fast direct solver for parallel solution of "coarse grid" problems, Ax = b, ...
We develop a fast direct solver for parallel solution of "coarse grid" problems, Ax = b, ...
We investigate a parallelization strategy for dense matrix factorization (DMF) algorithms, using Ope...
Many matrices in scientific computing, statistical inference, and machine learning exhibit sparse an...
H-matrices offer log-linear storage and computations costs, thanks to a controlled accuracy loss. Th...
Structured dense matrices result from boundary integral problems in electrostatics and geostatistics...
Hierarchical matrix (H-matrix) techniques can be used to efficiently treat dense matrices. With an H...
We present a distributed-memory library for computations with dense structured matrices. A matrix is...
Abstract. We consider the realization of matrix-matrix multiplication and propose a hierarchical alg...
In this paper, we describe and evaluate an extension of the Chameleon library to operate with hierar...
Compression techniques have revolutionized the Boundary Element Method used to solve the Maxwell equ...
Hierarchically semiseparable (HSS) matrix algorithms are emerging techniques in constructing the sup...
International audienceHierarchical matrices (H-matrices) have become important in applications where...
International audienceIn this talk we will discuss our research activities on the design of parallel...
We address the parallelization of the LU factorization of hierarchical matrices (-matrices) arising ...
We develop a fast direct solver for parallel solution of "coarse grid" problems, Ax = b, ...
We develop a fast direct solver for parallel solution of "coarse grid" problems, Ax = b, ...
We investigate a parallelization strategy for dense matrix factorization (DMF) algorithms, using Ope...
Many matrices in scientific computing, statistical inference, and machine learning exhibit sparse an...
H-matrices offer log-linear storage and computations costs, thanks to a controlled accuracy loss. Th...
Structured dense matrices result from boundary integral problems in electrostatics and geostatistics...
Hierarchical matrix (H-matrix) techniques can be used to efficiently treat dense matrices. With an H...
We present a distributed-memory library for computations with dense structured matrices. A matrix is...
Abstract. We consider the realization of matrix-matrix multiplication and propose a hierarchical alg...
In this paper, we describe and evaluate an extension of the Chameleon library to operate with hierar...