04827nam 22006855 450 99647577000331620230328073909.03-031-07312-610.1007/978-3-031-07312-0(MiAaPQ)EBC7001397(Au-PeEL)EBL7001397(CKB)22924496600041(DE-He213)978-3-031-07312-0(PPN)267813058(EXLCZ)992292449660004120220528d2022 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierHigh Performance Computing[electronic resource] 37th International Conference, ISC High Performance 2022, Hamburg, Germany, May 29 – June 2, 2022, Proceedings /edited by Ana-Lucia Varbanescu, Abhinav Bhatele, Piotr Luszczek, Baboulin Marc1st ed. 2022.Cham :Springer International Publishing :Imprint: Springer,2022.1 online resource (382 pages)Lecture Notes in Computer Science,1611-3349 ;13289Includes index.Print version: Varbanescu, Ana Lucia High Performance Computing Cham : Springer International Publishing AG,c2022 9783031073113 Architecture, 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. .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.Lecture Notes in Computer Science,1611-3349 ;13289Computer engineeringComputer networksSoftware engineeringComputer systemsLogic designComputer Engineering and NetworksSoftware EngineeringComputer Communication NetworksComputer System ImplementationLogic DesignComputer engineering.Computer networks.Software engineering.Computer systems.Logic design.Computer Engineering and Networks.Software Engineering.Computer Communication Networks.Computer System Implementation.Logic Design.004.11Varbanescu Ana LuciaMiAaPQMiAaPQMiAaPQBOOK996475770003316High Performance Computing3000244UNISA