Developing linear algebra codes on modern processors : emerging research and opportunities /

Bibliographic Details
Main Authors:	Catalán Pallarés, Sandra, 1989- (Author), Valero-Lara, Pedro, 1985- (Author), Toledo Díaz, Leonel Antonio, 1987- (Author), Carratalá Sáez, Rocío, 1993- (Author)
Corporate Author:	IGI Global Online
Format:	eBook
Language:	English
Published:	Hershey, PA : Engineering Science Reference, an imprint of IGI Global, [2023]
Series:	Advances in systems analysis, software engineering, and high performance computing (ASASEHPC) book series.
Subjects:	Algebras, Linear > Data processing. Multiprocessors > Programming. Parallel programming (Computer science) Algèbre linéaire > Informatique. Programmation parallèle (Informatique) Multiprocessors. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Chapter 1. Introduction to linear algebra
Chapter 2. Computer architectures and programming models: how to exploit parallelism
Chapter 3. Dense linear algebra: applying new features to traditional paradigms
Chapter 4. Sparse linear algebra: applying new features to traditional paradigms
Chapter 5. Batched computing
Chapter 6. Simulating the behavior of the human brain using sparse linear algebra on distributed memory platforms: applying tasking to MPI communication
Chapter 7. Hierarchical matrices: a context in which new features are Vital.