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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 Accelerating MPI All-to-All Communication with Online Compression on Modern GPU Clusters
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    Chapter 2 NVIDIA’s Quantum InfiniBand Network Congestion Control Technology and Its Impact on Application Performance
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    Chapter 3 LLM: Realizing Low-Latency Memory by Exploiting Embedded Silicon Photonics for Irregular Workloads
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    Chapter 4 SU3_Bench on a Programmable Integrated Unified Memory Architecture (PIUMA) and How that Differs from Standard NUMA CPUs
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    Chapter 5 “Hey CAI” - C onversational A I Enabled User I nterface for HPC Tools
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    Chapter 6 Hy-Fi: Hy brid Fi ve-Dimensional Parallel DNN Training on High-Performance GPU Clusters
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    Chapter 7 Efficient Application of Hanging-Node Constraints for Matrix-Free High-Order FEM Computations on CPU and GPU
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    Chapter 8 Dynamic Task Fusion for a Block-Structured Finite Volume Solver over a Dynamically Adaptive Mesh with Local Time Stepping
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    Chapter 9 Accelerating Simulated Quantum Annealing with GPU and Tensor Cores
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    Chapter 10 m - Cubes : An Efficient and Portable Implementation of Multi-dimensional Integration for GPUs
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    Chapter 11 Comparative Evaluation of Call Graph Generation by Profiling Tools
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    Chapter 12 MAPredict: Static Analysis Driven Memory Access Prediction Framework for Modern CPUs
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    Chapter 13 Rapid Execution Time Estimation for Heterogeneous Memory Systems Through Differential Tracing
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    Chapter 14 Understanding Distributed Deep Learning Performance by Correlating HPC and Machine Learning Measurements
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    Chapter 15 A Motivating Case Study on Code Variant Selection by Reinforcement Learning
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    Chapter 16 Remote OpenMP Offloading
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    Chapter 17 Hybrid Parallel ILU Preconditioner in Linear Solver Library GaspiLS
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    Chapter 18 A Subset of the CERN Virtual Machine File System: Fast Delivering of Complex Software Stacks for Supercomputing Resources
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Title
High Performance Computing
Published by
Springer International Publishing, January 2022
DOI 10.1007/978-3-031-07312-0
ISBNs
978-3-03-107311-3, 978-3-03-107312-0
Editors

Ana-Lucia Varbanescu, Abhinav Bhatele, Piotr Luszczek, Baboulin Marc

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