High Performance Computing
36th International Conference, ISC High Performance 2021, Virtual Event, June 24 - July 2, 2021, Proceedings
(Sprache: Englisch)
This book constitutes the refereed proceedings of the 36th International Conference on High Performance Computing, ISC High Performance 2021, held virtually in June/July 2021.
The 24 full papers presented were carefully reviewed and selected from...
The 24 full papers presented were carefully reviewed and selected from...
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Produktinformationen zu „High Performance Computing “
Klappentext zu „High Performance Computing “
This book constitutes the refereed proceedings of the 36th International Conference on High Performance Computing, ISC High Performance 2021, held virtually in June/July 2021.The 24 full papers presented were carefully reviewed and selected from 74 submissions. The papers cover a broad range of topics such as architecture, networks, and storage; machine learning, AI, and emerging technologies; HPC algorithms and applications; performance modeling, evaluation, and analysis; and programming environments and systems software.
Inhaltsverzeichnis zu „High Performance Computing “
Architecture, Networks, and Storage.- Microarchitecture of a Configurable High-radix Router for Exascale Interconnect.- BluesMPI: Efficient MPI Non-blocking Alltoall Offloading Designs on Modern BlueField Smart NICs.- Lessons Learned from Accelerating Quicksilver on Programmable Integrated Unified Memory Architecture (PIUMA) and How that's Different from CPU.- A Hierarchical Task Scheduler for Heterogeneous Computing.- Machine Learning, AI, and Emerging Technologies.- Auto-Precision Scaling for Distributed Deep Learning.- FPGA Acceleration of Number Theoretic Transform.- Designing a ROCm-aware MPI Library for AMD GPUs: Early Experiences.- A Tunable Implementation of Quality-of-Service Classes for HPC Networks.- Scalability of Streaming Anomaly Detection in an Unbounded Key Space using Migrating Threads.- HTA: A Scalable High-Throughput Accelerator for Irregular HPC Workloads.- Proctor: A Semi-Supervised Performance Anomaly Diagnosis Framework for Production HPC Systems.-HPC Algorithms and Applications.- COSTA: Communication-Optimal Shuffle and Transpose Algorithm with Process Relabeling.- Enabling AI-Accelerated Multiscale Modeling of Thrombogenesis at Millisecond and Molecular Resolutions on Supercomputers.- Evaluation of the NEC Vector Engine for Legacy CFD Codes.- Distributed Sparse Block Grids on GPUs.- iPUG: Accelerating Breadth-First Graph Traversals using Manycore Graphcore IPUs.- Performance Modeling, Evaluation, and Analysis.- Optimizing GPU-enhanced HPC System and Cloud Procurements for Scientific Workloads.- A Performance Analysis of Modern Parallel Programming Models Using a Compute-Bound Application.- Analytic Modeling of Idle Waves in Parallel Programs: Communication, Cluster Topology, and Noise Impact.- Performance of the Supercomputer Fugaku for Breadth-First Search in Graph500 Benchmark.- Under the Hood of SYCL - An Initial Performance Analysis With an Unstructured-mesh CFD Application.- Characterizing Containerized
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HPCApplication Performance at Petascale on CPU and GPU Architectures.- Ubiquitous Performance Analysis.- Programming Environments and Systems Software.- Artemis: Automatic Runtime Tuning of Parallel Execution Parameters Using Machine Learning.
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Bibliographische Angaben
- 2021, 1st ed. 2021, XVII, 474 Seiten, 166 farbige Abbildungen, Maße: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Herausgegeben: Bradford L. Chamberlain, Ana-Lucia Varbanescu, Hatem Ltaief, Piotr Luszczek
- Verlag: Springer, Berlin
- ISBN-10: 3030787125
- ISBN-13: 9783030787127
Sprache:
Englisch
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