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_aHigh Performance Computing _h[electronic resource] : _b37th International Conference, ISC High Performance 2022, Hamburg, Germany, May 29 - June 2, 2022, Proceedings / _cedited by Ana-Lucia Varbanescu, Abhinav Bhatele, Piotr Luszczek, Baboulin Marc. |
250 | _a1st ed. 2022. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2022. |
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300 |
_aXV, 373 p. 157 illus., 146 illus. in color. _bonline resource. |
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490 | 1 |
_aLecture Notes in Computer Science, _x1611-3349 ; _v13289 |
|
505 | 0 | _aArchitecture, Networks, and Storage. Accelerating MPI All-to-All Communication with Online Compression on Modern GPU Clusters -- NVIDIA's 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. . | |
520 | _aThis 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. | ||
650 | 0 |
_aComputer engineering. _910164 |
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_aComputer networks . _931572 |
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_aComputer systems. _9107849 |
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_aSoftware Engineering. _94138 |
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_aComputer Communication Networks. _9107851 |
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_aComputer System Implementation. _938514 |
650 | 2 | 4 |
_aLogic Design. _93686 |
700 | 1 |
_aVarbanescu, Ana-Lucia. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9107852 |
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700 | 1 |
_aBhatele, Abhinav. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9107853 |
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700 | 1 |
_aLuszczek, Piotr. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9107854 |
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700 | 1 |
_aMarc, Baboulin. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9107855 |
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_aSpringerLink (Online service) _9107856 |
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_iPrinted edition: _z9783031073113 |
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_iPrinted edition: _z9783031073137 |
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_aLecture Notes in Computer Science, _x1611-3349 ; _v13289 _923263 |
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