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E-raamat: High Performance Computing: 37th International Conference, ISC High Performance 2022, Hamburg, Germany, May 29 - June 2, 2022, Proceedings

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High Performance Computing: 37th International Conference, ISC High Performance 2022, Hamburg, Germany, May 29 - June 2, 2022, ProceedingsSuurem pilt
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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.



 
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