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.