This book constitutes the refereed proceedings of the 37th International Conference on High Performance Computing, ISC High Performance 2022, held in Hamburg, Germany, during May 29 – June 2, 2022.
The 18 full papers presented were carefully reviewed and selected from 53 submissions. The papers are categorized into the following topical sub-headings: Architecture, Networks, and Storage; Machine Learning, AI, Emerging Technologies; HPC Algorithms and Applications; Performance Modeling, Evaluation and Analysis; and Programming Environments and Systems Software.
Architecture, Networks, and Storage. Accelerating MPI All-to-All
Communication with Online Compression on Modern GPU Clusters.- NVIDIAs
Quantum InfiniBand Network Congestion Control Technology and Its Impact on
Application Performance.- LLM: Realizing Low-Latency Memory by Exploiting
Embedded Silicon Photonics for Irregular Workloads.- SU3_Bench on a
Programmable Integrated Unified Memory Architecture (PIUMA) and How that
Differs from Standard NUMA CPUs.- Machine Learning, AI, and Emerging
Technologies.- Hey CAI - Conversational AI Enabled User Interface for HPC
Tools.- Hy-Fi: Hybrid Five-Dimensional Parallel DNN Training on
High-Performance GPU Clusters.- HPC Algorithms and Applications.- Efficient
Application of Hanging-Node Constraints for Matrix-Free High-Order FEM
Computations on CPU and GPU.- Dynamic Task Fusion for a Block-Structured
Finite Volume Solver over a Dynamically Adaptive Mesh with Local Time
Stepping.- Accelerating Simulated Quantum Annealing with GPU and Tensor
Cores.- m-Cubes: An Efficient and Portable Implementation of
Multi-dimensional Integration for GPUs.- Performance Modeling, Evaluation,
and Analysis.- Comparative Evaluation of Call Graph Generation by Profiling
Tools.- MAPredict: Static Analysis Driven Memory Access Prediction Framework
for Modern CPUs.- Rapid Execution Time Estimation for Heterogeneous Memory
Systems Through Differential Tracing.- Understanding Distributed Deep
Learning Performance by Correlating HPC and Machine Learning Measurements.- A
Motivating Case Study on Code Variant Selection by Reinforcement Learning.-
Programming Environments and System Software.- Remote OpenMP Offloading.-
Hybrid Parallel ILU Preconditioner in Linear Solver Library GaspiLS.- A
Subset of the CERN Virtual Machine File System: Fast Delivering of Complex
Software Stacks for Supercomputing Resources.
