UID:
almahu_9950000762002882
Umfang:
XXVII, 378 p. 135 illus., 104 illus. in color.
,
online resource.
Ausgabe:
1st ed. 2025.
ISBN:
9783031856976
Serie:
Lecture Notes in Computer Science, 15579
Inhalt:
This book constitutes the refereed proceedings of the 15th International Conference on Parallel Processing and Applied Mathematics, PPAM 2024, held in Ostrava, Czech Republic, during September 8-11, 2024. The 75 full papers included in this book were carefully reviewed and selected from 134 submissions. . The papers are organized in the following topical sections: Part I : Numerical Algorithms and Parallel Scientific Computing; Architectural Aspects of HPC; Parallel Non-numerical Algorithms; GPU Computing; Performance Analysis and Prediction in HPC Systems; Environments and Frameworks for Parallel/Cloud/Edge Computing; and Applications of Parallel and Distributed Computing. Part II : First PPAM Workshop on RISC-V (RISC-V PPAM 2024); Special Session on Scheduling for Parallel Computing; 10th Workshop on Language-Based Parallel Programming (WLPP 2024); 7th Workshop on Models Algorithms and Methodologies for Hybrid Parallelism in New HPC Systems (MAMHYP 2024); and Second Workshop on Quantum Computing and Communication. Part III : First Workshop on Advancements of Global Challenges Application; Second Workshop on Applications of Machine Learning and Artificial Intelligence in High Performance Computing; 5th Workshop on Applied High Performance Numerical Algorithms for PDEs; Special Session on Parallel EVD/SVD and its Application in Matrix Computations; 6th Minisymposium on HPC Applications in Physical Sciences; and 8th Workshop on Complex Collective Systems.
Anmerkung:
-- Numerical Algorithms and Parallel Scientific Computing. -- The need for accuracy and smoothness in numerical simulations. -- Trade-off Between Energy Consumption and Solution Accuracy for a Multithreaded Spectral Method Implementation. -- Enabling mixed-precision with the help of tools: A Nekbone case study. -- Sparse matrix ordering for fine grain parallel triangular solve using SIMD. -- Stabilizing the Block BiCG with Extended Precision: A Case Study. -- Architectural Aspects of HPC. -- Exploring the Design Space for Message-Driven Systems for Dynamic Graph Processing using CCA. -- Introducing the Arm-membench Throughput Benchmark. -- Segmentation of Aortic Valve Calcium Lesions using FPGA Accelerators. -- Parallel Non-numerical Algorithms. -- Parallel maximal common subgraphs with labels for molecular biology. -- PPQSort: Pattern Parallel Quicksort. -- ACE: Algorithm-independent Acceleration and Parallelization of Clustering Implementations. -- GPU Computing. -- Improved GPU memory management in evolutionary decision tree induction for large-scale data. -- Multi-GPU Accelerated Rendering of Massive Scenes with Out-of-Core Support for CPU Memory. -- A GPU Implementation of McMurchie-Davidson Algorithm for Two-Electron Repulsion Integral Computation. -- Performance Analysis and Prediction in HPC Systems. -- Measuring and Interpreting Dependent Task-based Applications Performances. -- Using Parallel Performance Data to Classify Parallel Algorithms. -- Tracing of GPU-aware MPI Applications: First Benchmarks for the Angara Interconnect. -- Environments and Frameworks for Parallel/Cloud/Edge Computing. -- Flexible algorithms for persistent MPI allreduce communication. -- Towards the Democratization and Standardization of Dynamic Resources with MPI Spawning. -- Compiler support for semi-manual AoS-to-SoA conversions with data views. -- Cultural Heritage 3D Object Management with Integrated Automation Workflows. -- Collaborative Learning as a Service - a blueprint for a cloud based rural IoTs deployment facility. -- Applications of Parallel and Distributed Computing. -- High-Performance Implementation of the Optimized Event Generator for Strong-Field QED Plasma Simulations. -- GPU-Based Interval Optimization in the Context of Optical MIMO Systems.
In:
Springer Nature eBook
Weitere Ausg.:
Printed edition: ISBN 9783031856969
Weitere Ausg.:
Printed edition: ISBN 9783031856983
Sprache:
Englisch
DOI:
10.1007/978-3-031-85697-6
URL:
https://doi.org/10.1007/978-3-031-85697-6
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