High Performance Computing : 38th International Conference, ISC High Performance 2023, Hamburg, Germany, May 21–25, 2023, Proceedings / edited by Abhinav Bhatele, Jeff Hammond, Marc Baboulin, Carola Kruse.

Format:

Book

Author/Creator:

Bhatele, Abhinav.

Contributor:

Hammond, Jeff.

Baboulin, Marc.

Kruse, Carola.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 13948

Language:

English

Subjects (All):

Computer engineering.

Computer networks.

Computer Engineering and Networks.

Local Subjects:

Computer Engineering and Networks.

Physical Description:

1 online resource (432 pages)

Edition:

1st ed. 2023.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2023.

Summary:

This book constitutes the proceedings of the 38th International Conference on High Performance Computing, ISC High Performance 2023, which took place in Hamburg, Germany, in May 2023. The 21 papers presented in this volume were carefully reviewed and selected from 78 submissions. They were organized in topical sections as follows: Architecture, Networks, and Storage; HPC Algorithms & Applications; Machine Learning, AI, & Quantum Computing; Performance Modeling, Evaluation, & Analysis; and Programming Environments & Systems Software.

Contents:

Architecture, Networks, and Storage

CPU Architecture Modelling and Co-design

Illuminating the I/O Optimization Path of Scientific Applications

Efficient Large Scale DLRM Implementation on Heterogeneous Memory Systems

HPC Algorithms & Applications

Efficient GPU Offloading with OpenMP for a Hyperbolic Finite Volume Solver on Dynamically Adaptive Meshes

Shallow Water DG Simulations on FPGAs: Design and Comparison of a Novel Code Generation Pipeline

Massively Parallel Genetic Optimization through Asynchronous Propagation of Populations

Steering Customized AI Architectures for HPC Scientific Applications

GPU-based Low-precision Detection Approach for Massive MIMO Systems

A Mixed Precision Randomized Preconditioner for the LSQR Solver on GPUs

Ready for the Frontier: Preparing Applications for the World’s First Exascale System

End-to-end Differentiable Reactive Molecular DynamicsSimulations using JAX

Machine Learning, AI, & Quantum Computing

Allegro-Legato: Scalable, Fast, and Robust Neural-Network Quantum Molecular Dynamics via Sharpness-Aware Minimization

Quantum Annealing vs. QAOA: 127 Qubit Higher-Order Ising Problems on NISQ Computers

Quantum Circuit Simulation by SGEMM Emulation on Tensor Cores and Automatic Precision Selection

Performance Modeling, Evaluation, & Analysis

A study on the performance implications of AArch64 Atomics

Analyzing Resource Utilization in an HPC System: A Case Study of NERSC’s Perlmutter

Overcoming Weak Scaling Challenges in Tree-based Nearest Neighbor Time Series Mining

Porting numerical integration codes from CUDA to oneAPI: a case study

Performance Evaluation of a Next-Generation SX-Aurora TSUBASA Vector Supercomputer

Programming Environments & Systems Software

Expression Isolation of Compiler-Induced Numerical Inconsistencies in Heterogeneous Code

SAI: AI-Enabled Speech Assistant Interface for Science Gateways in HPC.

Notes:

Description based on publisher supplied metadata and other sources.

Other Format:

Print version: Bhatele, Abhinav High Performance Computing

ISBN:

9783031320415

OCLC:

1379238058