Petascale Computing: Algorithms and Applications

ISBN-13: 9780367387891 / Angielski / Miękka / 2019 / 620 str.

David A. Bader

Opis

Featuring contributions from the world’s leading experts in computational science, this volume provides the first collection of articles on petascale algorithms and applications for computational science and engineering.It explores the use of petascale computers for solving the most challenging scientific and engineering problems of the current century. The book covers a breadth of topics in petascale computing, including architectures, software, programming methodologies, tools, scalable algorithms, performance evaluation, and application development. It also discusses expected breakthroughs in the field for computational science and engineering.

Spis treści

Performance Characteristics of Potential Petascale Scientific Applications. Petascale Computing: Impact on Future NASA Missions. Multiphysics Simulations and Petascale Computing. Scalable Parallel AMR for the Uintah Multi-Physics Code. Simulating Cosmological Evolution with Enzo. Numerical Prediction of High-Impact Local Weather: A Driver for Petascale Computing. Software Design for Petascale Climate Science. Toward Distributed Petascale Computing. Biomolecular Modeling in the Era of Petascale Computing. Petascale Special-Purpose Computer for Molecular Dynamics Simulations. Simulating Biomolecules on the Petascale Supercomputers. Multithreaded Algorithms for Processing Massive Graphs. Disaster Survival Guide in Petascale Computing: An Algorithmic Approach. The Road to TSUBAME and Beyond. Petaflops Basics—Performance from SMP Building Blocks. Performance and Its Complexity on Petascale Systems. Highly Scalable Performance Analysis Tools. Toward Petascale Multilevel Finite Element Solvers. A Hybrid Approach to Efficient Finite Element Code Development. Programming Petascale Applications with Charm++. Annotations for Productivity and Performance Portability. Locality Awareness in a High-Productivity Programming Language. Architectural and Programming Issues for Sustained Petaflop Performance. Cactus Framework: Black Holes to Gamma Ray Bursts.

O autorze

David A. Bader