Cover image for High Performance Computing 38th International Conference, ISC High Performance 2023, Hamburg, Germany, May 21-25, 2023, Proceedings
Title:
High Performance Computing 38th International Conference, ISC High Performance 2023, Hamburg, Germany, May 21-25, 2023, Proceedings
Author:
Bhatele, Abhinav. editor.
ISBN:
9783031320415
Edition:
1st ed. 2023.
Physical Description:
XIII, 426 p. 180 illus., 172 illus. in color. online resource.
Series:
Lecture Notes in Computer Science, 13948
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.
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