Parallel Processing and Applied Mathematics : 14th International Conference, PPAM 2022, Gdansk, Poland, September 11–14, 2022, Revised Selected Papers, Part II / edited by Roman Wyrzykowski, Jack Dongarra, Ewa Deelman, Konrad Karczewski.

Format:

Book

Contributor:

Wyrzykowski, Roman, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 13827

Language:

English

Subjects (All):

Artificial intelligence.

Artificial Intelligence.

Local Subjects:

Artificial Intelligence.

Physical Description:

1 online resource (531 pages)

Edition:

1st ed. 2023.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2023.

Summary:

This two-volume set, LNCS 13826 and LNCS 13827, constitutes the proceedings of the 14th International Conference on Parallel Processing and Applied Mathematics, PPAM 2022, held in Gdansk, Poland, in September 2022. The 77 regular papers presented in these volumes were selected from 132 submissions. For regular tracks of the conference, 33 papers were selected from 62 submissions. The papers were organized in topical sections named as follows: Part I: numerical algorithms and parallel scientific computing; parallel non-numerical algorithms; GPU computing; performance analysis and prediction in HPC systems; scheduling for parallel computing; environments and frameworks for parallel/cloud computing; applications of parallel and distributed computing; soft computing with applications and special session on parallel EVD/SVD and its application in matrix computations. Part II: 9th Workshop on Language-Based Parallel Programming (WLPP 2022); 6th Workshop on Models,Algorithms and Methodologies for Hybrid Parallelism in New HPC Systems (MAMHYP 2022); first workshop on quantum computing and communication; First Workshop on Applications of Machine Learning and Artificial Intelligence in High Performance Computing (WAML 2022); 4th workshop on applied high performance numerical algorithms for PDEs; 5th minisymposium on HPC applications in physical sciences; 8th minisymposium on high performance computing interval methods; 7th workshop on complex collective systems.

Contents:

9th Workshop on Language-Based Parallel Programming (WLPP 2022)

Kokkos-Based Implementation of MPCD on Heterogeneous Nodes

Comparison of Load Balancing Schemes for Asynchronous Many-Task Runtimes

New Insights on the Revised Definition of the Performance Portability Metric

Inferential statistical analysis of performance portability

NPDP Benchmark Suite for Loop Tiling Effectiveness Evaluation

Parallel Vectorized Implementations of Compensated Summation Algorithms

6th Workshop on Models, Algorithms and Methodologies for Hybrid Parallelism in New HPC Systems (MAMHYP 2022)

Malleability Techniques for HPC Systems

Algorithm and software overhead: a theoretical approach to performance portability

Benchmarking A High Performance Computing Heterogeneous Cluster

A Generative Adversarial Network approach for noise and artifacts reduction in MRI head and neck imaging

A GPU accelerated Hyperspectral 3D Convolutional Neural Network Classification at the Edge with Principal Component Analysis preprocessing

Parallel gEUD models for accelerated IMRT planning on modern HPC platforms

First Workshop on Quantum Computing and Communication

On Quantum-Assisted LDPC Decoding Augmented with Classical Post-Processing

Quantum annealing to solve the unrelated parallel machine scheduling problem

Early experiences with a photonic quantum simulator for solving Job Shop Scheduling Problem

Some remarks on super-gram operators for general bipartite quantum states

Solving the Traveling Salesman Problem with a Hybrid Quantum-Classical Feedforward Neural Network

Software aided analysis of EWL based quantum games

First Workshop on Applications of Machine Learning and Artificial Intelligence in High Performance Computing (WAML 2022)

Adaptation of AI-accelerated CFD simulations to the IPU platform

Performance Analysis of Convolution Algorithms for Deep Learning on Edge Processors

Machine Learning-based Online Scheduling in Distributed Computing

High Performance Computing Queue Time Prediction using Clustering and Regression

Acceptance Rates of Invertible Neural Networks on Electron Spectra from Near-Critical Laser-Plasmas: A Comparison

4th Workshop on Applied High Performance Numerical Algorithms for PDEs

MATLAB implementation of hp finite elements on rectangles using hierarchical basis functions

Adaptive Parallel Average Schwarz Preconditioner for Crouzeix-Raviart Finite Volume Method

Parareal method for anisotropic diffusion denoising

Comparison of block preconditioners for the Stokes problem with discontinuous viscosity and friction

On minimization of nonlinear energies usingFEM in MATLAB

A model for crowd evacuation dynamics: 2D numerical simulations

5th Minisymposium on HPC Applications in Physical Sciences

Parallel Identification of Unique Sequences in Nuclear Structure Calculations

Experimental and computer study of molecular dynamics of a new pyridazine derivative

Description of magnetic nanomolecules by the extended multi-orbital Hubbard model: perturbative vs numerical approach

Structural and electronic properties of small-diameter Carbon NanoTubes: a DFT study

8th Minisymposium on High Performance Computing Interval Methods

Need for Techniques Intermediate Between Interval and Probabilistic Ones

A Cross-Platform Benchmark for Interval Computation Libraries

Testing interval arithmetic libraries, including their IEEE-1788 compliance

A survey of interval algorithms for solving multicriteria analysis problems

7th Workshop on Complex Collective Systems

Social Fragmentation Transitions in Large-Scale Parameter Sweep Simulations of Adaptive Social Networks

Parking search in urban street networks: Taming down the complexity of the search-time problem via a coarse-graining approach

A multi-agent cellular automata model of lane changing behaviour considering the aggressiveness and the autonomy

Comparison of the use of UWB and BLE as positioning methods in data-driven modeling of pedestrian dynamics

An Insight into the State-of-the-Art Vehicular Fog Computing with an Opportunistic Flavour.

Notes:

Includes bibliographical references and index.

Other Format:

Print version: Wyrzykowski, Roman Parallel Processing and Applied Mathematics

ISBN:

9783031304453

OCLC:

1377819458