E-raamat: Parallel Processing and Applied Mathematics: 14th International Conference, PPAM 2022, Gdansk, Poland, September 11-14, 2022, Revised Selected Papers, Part I

Numerical Algorithms and Parallel Scientific Computing.- How accurate
does Newton have to be?.- General framework for deriving reproducible Krylov
subspace algorithms: BiCGStab case.- A generalized parallel prefix sums
algorithm for arbitrary size array.- Infinite-Precision Inner Product and
Sparse Matrix-Vector Multiplication Using Ozaki Scheme with Dot2 on Manycore
Processors.- Advanced Stochastic Approaches for Applied Computing
in Environmental Modeling.- Parallel Non-numerical Algorithms.- Parallel
Suffix Sorting for Large String Analytics.- Parallel Extremely Randomized
Decision Forests on Graphics Processors for Text Classification.- RDBMS
speculative support improvement by the use of the query hypergraph
representation.- GPU Computing.- Mixed Precision Algebraic Multigrid on
GPUs.- Compact in-memory representation of decision trees in
GPU-accelerated evolutionary induction.- Neural Nets with a Newton Conjugate
Gradient Method on Multiple GPUs.- Performance Analysis and Prediction in
HPC Systems.- Exploring Techniques for the Analysis of Spontaneous
Asynchronicity in MPI-Parallel Applications.- Cost and Performance Analysis
of MPI-based SaaS on the Private Cloud Infrastructure.- Building a
Fine-Grained Analytical Performance Model for Complex Scientific
Simulations.- Evaluation of machine learning techniques for predicting run
times of scientific workflow jobs.- Smart clustering of HPC applications
using similar job detection methods.- Scheduling for Parallel
Computing.- Distributed Work Stealing in a Task-Based Dataflow Runtime.- Task
Scheduler for Heterogeneous Data Centres based on Deep Reinforcement
Learning.- Shisha: Online scheduling of CNN pipelines on heterogeneous
architectures.- Proactive Task Offloading for Load Balancing in Iterative
Applications.- Environments and Frameworks for
Parallel/Cloud Computing.- Language Agnostic Approach for Unification of
Implementation Variants for Different Computing Devices.- High Performance
Dataframes from Parallel Processing Patterns.- Global Access to Legacy
Data-Sets in Multi-Cloud Applications with Onedata.- Applications of Parallel
and Distributed Computing.- MD-Bench: A generic proxy-app toolbox for
state-of-the-art molecular dynamics algorithms.- Breaking Down the Parallel
Performance of GROMACS, a High-Performance Molecular Dynamics
Software.- GPU-based Molecular Dynamics of Turbulent Liquid Flows with
OpenMM.- A novel parallel approach for modeling the dynamics of
aerodynamically interacting particles in turbulent flows.- Reliable energy
measurement on heterogeneous SystemsonChip based environments.- Distributed
Objective Function Evaluation for Optimization of Radiation Therapy Treatment
Plans.- Soft Computing with Applications.- GPU4SNN: GPU-based Acceleration
for Spiking Neural Network Simulations.- Ant System Inspired Heuristic
Optimization of UAVs Deployment for k-Coverage Problem.- Dataset related
experimental investigation of chess position evaluation using a deep neural
network.- Using AI-based edge processing in monitoring the pedestrian
crossing.- Special Session on Parallel EVD/SVD and its Application in Matrix
Computations.- Automatic code selection for the dense symmetric
generalized eigenvalue problem using ATMathCoreLib.- On Relative Accuracy of
the One-Sided Block-Jacobi SVD Algorithm.