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High Performance Computing

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Cover of 'High Performance Computing'

Table of Contents

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    Book Overview
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    Chapter 1 CPU Architecture Modelling and Co-design
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    Chapter 2 Illuminating the I/O Optimization Path of Scientific Applications
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    Chapter 3 Efficient Large Scale DLRM Implementation on Heterogeneous Memory Systems
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    Chapter 4 Efficient GPU Offloading with OpenMP for a Hyperbolic Finite Volume Solver on Dynamically Adaptive Meshes
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    Chapter 5 Shallow Water DG Simulations on FPGAs: Design and Comparison of a Novel Code Generation Pipeline
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    Chapter 6 Massively Parallel Genetic Optimization Through Asynchronous Propagation of Populations
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    Chapter 7 Steering Customized AI Architectures for HPC Scientific Applications
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    Chapter 8 GPU-Based Low-Precision Detection Approach for Massive MIMO Systems
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    Chapter 9 A Mixed Precision Randomized Preconditioner for the LSQR Solver on GPUs
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    Chapter 10 Ready for the Frontier: Preparing Applications for the World’s First Exascale System
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    Chapter 11 End-to-End Differentiable Reactive Molecular Dynamics Simulations Using JAX
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    Chapter 12 Allegro-Legato: Scalable, Fast, and Robust Neural-Network Quantum Molecular Dynamics via Sharpness-Aware Minimization
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    Chapter 13 Quantum Annealing vs. QAOA: 127 Qubit Higher-Order Ising Problems on NISQ Computers
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    Chapter 14 Quantum Circuit Simulation by SGEMM Emulation on Tensor Cores and Automatic Precision Selection
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    Chapter 15 A Study on the Performance Implications of AArch64 Atomics
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    Chapter 16 Analyzing Resource Utilization in an HPC System: A Case Study of NERSC’s Perlmutter
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    Chapter 17 Overcoming Weak Scaling Challenges in Tree-Based Nearest Neighbor Time Series Mining
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    Chapter 18 Porting Numerical Integration Codes from CUDA to oneAPI: A Case Study
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    Chapter 19 Performance Evaluation of a Next-Generation SX-Aurora TSUBASA Vector Supercomputer
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    Chapter 20 Expression Isolation of Compiler-Induced Numerical Inconsistencies in Heterogeneous Code
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    Chapter 21 SAI: AI-Enabled Speech Assistant Interface for Science Gateways in HPC
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Title
High Performance Computing
Published by
Springer Nature Switzerland, June 2023
DOI 10.1007/978-3-031-32041-5
ISBNs
978-3-03-132040-8, 978-3-03-132041-5
Editors

Bhatele, Abhinav, Hammond, Jeff, Baboulin, Marc, Kruse, Carola

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